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Item-specific and order-specific outcomes still require a user-present canary.","Source: https://www.temu.com/return-and-refund-policy.html"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required"]},{"site":"ulta.com","task":"commerce.check_return_policy","health":"degraded","aes":86,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.114385-0.996589, and Beta posterior mean 0.593333."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-commerce-21-ultacom-commercecheck-return-policy"],"latest_evidence_id":"top100-commerce-21-ultacom-commercecheck-return-policy","notes":["Official public policy/help page was used for a read-only preflight. Item-specific and order-specific outcomes still require a user-present canary.","Source: https://www.ulta.com/guestservices/guestServicesCenterDetails.jsp"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required"]},{"site":"walgreens.com","task":"commerce.check_return_policy","health":"degraded","aes":86,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.114385-0.996589, and Beta posterior mean 0.593333."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-commerce-30-walgreenscom-commercecheck-return-policy"],"latest_evidence_id":"top100-commerce-30-walgreenscom-commercecheck-return-policy","notes":["Official public policy/help page was used for a read-only preflight. Item-specific and order-specific outcomes still require a user-present canary.","Source: https://www.walgreens.com/topic/help/shophelp/returns_help_main.jsp"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required"]},{"site":"walmart.com","task":"commerce.check_return_policy","health":"degraded","aes":88,"confidence":{"score":0.31,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.166847-0.99629, and Beta posterior mean 0.63082."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-commerce-3-walmartcom-commercecheck-return-policy"],"latest_evidence_id":"top100-commerce-3-walmartcom-commercecheck-return-policy","notes":["Official public policy/help page was used for a read-only preflight. Item-specific and order-specific outcomes still require a user-present canary.","Source: https://www.walmart.com/help/article/walmart-standard-return-policy/adc0dfb692954e67a4de206fb8d9e03a","Source: https://www.walmart.com/help/article/start-return-online/a760300a0bfb4cd4891e43f092c8bd18"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required"]},{"site":"wayfair.com","task":"commerce.check_return_policy","health":"degraded","aes":87,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.117007-0.99705, and Beta posterior mean 0.595926."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-commerce-14-wayfaircom-commercecheck-return-policy"],"latest_evidence_id":"top100-commerce-14-wayfaircom-commercecheck-return-policy","notes":["Official public policy/help page was used for a read-only preflight. Item-specific and order-specific outcomes still require a user-present canary.","Source: https://www.wayfair.com/help/article/return_policy"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required"]},{"site":"ebay.com","task":"commerce.return","health":"degraded","aes":65,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.066464-0.979775, and Beta posterior mean 0.538889."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-ebay-return-item","public-ebay-guest-return"],"latest_evidence_id":"public-ebay-guest-return","notes":["eBay documents return flows through purchases or guest confirmation email, with seller response and policy controlling much of the outcome.","Source: https://www.ebay.com/help/buying/returns-refunds/returning-item/index_app.html?id=4041&srcAppId=1","Source: https://www.ebay.com/help/returning-item/buying/returning-items-bought-guest/returns-refunds?id=4065"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","human_handoff_required"]},{"site":"etsy.com","task":"commerce.return","health":"constrained","aes":55,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.048205-0.967208, and Beta posterior mean 0.512963."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-etsy-return-exchange","public-etsy-help-with-order"],"latest_evidence_id":"public-etsy-help-with-order","notes":["Etsy returns are heavily seller-policy driven, with Help with order and case escalation paths after seller contact or eligibility periods.","Source: https://help.etsy.com/hc/en-us/articles/115015440807-How-to-Return-or-Exchange-an-Item-on-Etsy","Source: https://help.etsy.com/hc/en-gb/articles/4402660818583-How-to-Get-Help-with-An-Order"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["human_handoff_required","login_required"]},{"site":"nordstrom.com","task":"commerce.return","health":"degraded","aes":72,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.080966-0.986852, and Beta posterior mean 0.557037."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-nordstrom-returns-exchanges","public-nordstrom-guest-return"],"latest_evidence_id":"public-nordstrom-guest-return","notes":["Nordstrom documents returns and exchanges with guest return paths using order number and ZIP code, while final sale, third-party sellers, and special items can differ.","Source: https://www.nordstrom.com/browse/services/return-policy"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required"]},{"site":"target.com","task":"commerce.return","health":"degraded","aes":79,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.096922-0.992473, and Beta posterior mean 0.575185."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-target-online-return","public-target-return-barcode"],"latest_evidence_id":"public-target-return-barcode","notes":["Target documents starting returns online or in app, with account access, order selection, return barcode, and method constraints for certain items.","Source: https://www.target.com/help/articles/returns-exchanges/start-an-online-return"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required"]},{"site":"walmart.com","task":"commerce.return","health":"degraded","aes":82,"confidence":{"score":0.31,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.145518-0.991861, and Beta posterior mean 0.610164."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["public-walmart-start-return","public-walmart-return-methods","public-walmart-standard-return-policy"],"latest_evidence_id":"public-walmart-standard-return-policy","notes":["Walmart documents online returns through Purchase History with return labels, store returns, pickup, mail, and FedEx drop-off options depending on item eligibility.","Source: https://www.walmart.com/help/article/start-return-online/a760300a0bfb4cd4891e43f092c8bd18","Source: https://www.walmart.com/help/article/walmart-standard-return-policy/adc0dfb692954e67a4de206fb8d9e03a"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required"]},{"site":"snapchat.com","task":"customer_support.account_access_help","health":"degraded","aes":75,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.087624-0.989442, and Beta posterior mean 0.564815."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-customer_support-67-snapchatcom-customer-supportaccount-access-help"],"latest_evidence_id":"top100-customer_support-67-snapchatcom-customer-supportaccount-access-help","notes":["Official public support/help source was used for a read-only preflight. Account-specific support, refunds, disputes, recovery, claims, and final submissions require user-present authorization.","Source: https://help.snapchat.com/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","human_handoff_required"]},{"site":"anthropic.com","task":"customer_support.account_or_billing_help","health":"degraded","aes":75,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.087624-0.989442, and Beta posterior mean 0.564815."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-customer_support-69-anthropiccom-customer-supportaccount-or-billing-help"],"latest_evidence_id":"top100-customer_support-69-anthropiccom-customer-supportaccount-or-billing-help","notes":["Official public support/help source was used for a read-only preflight. Account-specific support, refunds, disputes, recovery, claims, and final submissions require user-present authorization.","Source: https://support.anthropic.com/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","human_handoff_required"]},{"site":"tiktok.com","task":"customer_support.account_or_creator_help","health":"degraded","aes":75,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.087624-0.989442, and Beta posterior mean 0.564815."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-customer_support-66-tiktokcom-customer-supportaccount-or-creator-help"],"latest_evidence_id":"top100-customer_support-66-tiktokcom-customer-supportaccount-or-creator-help","notes":["Official public support/help source was used for a read-only preflight. Account-specific support, refunds, disputes, recovery, claims, and final submissions require user-present authorization.","Source: https://support.tiktok.com/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","human_handoff_required"]},{"site":"linkedin.com","task":"customer_support.account_or_premium_help","health":"degraded","aes":75,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.087624-0.989442, and Beta posterior mean 0.564815."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-customer_support-65-linkedincom-customer-supportaccount-or-premium-help"],"latest_evidence_id":"top100-customer_support-65-linkedincom-customer-supportaccount-or-premium-help","notes":["Official public support/help source was used for a read-only preflight. Account-specific support, refunds, disputes, recovery, claims, and final submissions require user-present authorization.","Source: https://www.linkedin.com/help/linkedin"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","human_handoff_required"]},{"site":"facebook.com","task":"customer_support.account_recovery","health":"degraded","aes":75,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.087624-0.989442, and Beta posterior mean 0.564815."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-customer_support-62-facebookcom-customer-supportaccount-recovery"],"latest_evidence_id":"top100-customer_support-62-facebookcom-customer-supportaccount-recovery","notes":["Official public support/help source was used for a read-only preflight. Account-specific support, refunds, disputes, recovery, claims, and final submissions require user-present authorization.","Source: https://www.facebook.com/help"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","human_handoff_required"]},{"site":"google.com","task":"customer_support.account_recovery","health":"degraded","aes":76,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.089903-0.990245, and Beta posterior mean 0.567407."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-customer_support-59-googlecom-customer-supportaccount-recovery"],"latest_evidence_id":"top100-customer_support-59-googlecom-customer-supportaccount-recovery","notes":["Official public support/help source was used for a read-only preflight. Account-specific support, refunds, disputes, recovery, claims, and final submissions require user-present authorization.","Source: https://support.google.com/accounts/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","human_handoff_required"]},{"site":"instagram.com","task":"customer_support.account_recovery","health":"degraded","aes":75,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.087624-0.989442, and Beta posterior mean 0.564815."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-customer_support-63-instagramcom-customer-supportaccount-recovery"],"latest_evidence_id":"top100-customer_support-63-instagramcom-customer-supportaccount-recovery","notes":["Official public support/help source was used for a read-only preflight. Account-specific support, refunds, disputes, recovery, claims, and final submissions require user-present authorization.","Source: https://help.instagram.com/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","human_handoff_required"]},{"site":"microsoft.com","task":"customer_support.account_recovery","health":"degraded","aes":76,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.089903-0.990245, and Beta posterior mean 0.567407."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-customer_support-60-microsoftcom-customer-supportaccount-recovery"],"latest_evidence_id":"top100-customer_support-60-microsoftcom-customer-supportaccount-recovery","notes":["Official public support/help source was used for a read-only preflight. Account-specific support, refunds, disputes, recovery, claims, and final submissions require user-present authorization.","Source: https://support.microsoft.com/contactus"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","human_handoff_required"]},{"site":"t-mobile.com","task":"customer_support.cancel_service","health":"blocked","aes":34,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.019127-0.931551, and Beta posterior mean 0.458519."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-tmobile-cancel-service","public-tmobile-online-unavailable"],"latest_evidence_id":"public-tmobile-online-unavailable","notes":["T-Mobile publicly states that service cancellation cannot be completed online and must go through contact handoff, with billing-cycle, voicemail, DIGITS, account-access, and equipment-installment effects.","Source: https://www.t-mobile.com/support/account/cancel-service"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["human_handoff_required","login_required"]},{"site":"verizon.com","task":"customer_support.cancel_service","health":"constrained","aes":52,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.043284-0.962882, and Beta posterior mean 0.505185."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-verizon-fios-disconnect","public-verizon-suspend-service"],"latest_evidence_id":"public-verizon-suspend-service","notes":["Verizon documents Fios disconnect paths through My Verizon, phone, or chat, with suspension as an alternative and equipment return within 30 days.","Source: https://www.verizon.com/support/residential/account/manage-service/cancel","Source: https://www.verizon.com/support/suspend-service-faqs/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","human_handoff_required"]},{"site":"xfinity.com","task":"customer_support.cancel_service","health":"constrained","aes":49,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.038617-0.9583, and Beta posterior mean 0.497407."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-xfinity-cancel-services","public-xfinity-return-equipment"],"latest_evidence_id":"public-xfinity-return-equipment","notes":["Xfinity documents cancellation and final-bill considerations plus equipment return through Digital Return Center, retail store, or UPS label, with serial-number and receipt evidence important.","Source: https://www.xfinity.com/support/articles/important-information-when-canceling-services","Source: https://www.xfinity.com/support/articles/returning-your-equipment"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","human_handoff_required","hidden_fee"]},{"site":"apple.com","task":"customer_support.device_or_account_help","health":"degraded","aes":75,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.087624-0.989442, and Beta posterior mean 0.564815."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-customer_support-61-applecom-customer-supportdevice-or-account-help"],"latest_evidence_id":"top100-customer_support-61-applecom-customer-supportdevice-or-account-help","notes":["Official public support/help source was used for a read-only preflight. Account-specific support, refunds, disputes, recovery, claims, and final submissions require user-present authorization.","Source: https://support.apple.com/contact"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","human_handoff_required"]},{"site":"delta.com","task":"customer_support.flight_help","health":"degraded","aes":78,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.094552-0.991761, and Beta posterior mean 0.572593."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-customer_support-20-deltacom-customer-supportflight-help"],"latest_evidence_id":"top100-customer_support-20-deltacom-customer-supportflight-help","notes":["Official public support/help source was used for a read-only preflight. 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the LMS is institution-gated. Integrity guardrail central.","Source: https://www.instructure.com/canvas"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required"]},{"site":"moodle.org","task":"education.use_moodle_lms","health":"degraded","aes":80,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.099324-0.993155, and Beta posterior mean 0.577778."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-education-28-moodleorg-educationuse-moodle-lms"],"latest_evidence_id":"top100-education-28-moodleorg-educationuse-moodle-lms","notes":["Extensive public docs; the LMS instance is institution-gated.","Source: https://moodle.org/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required"]},{"site":"bankofamerica.com","task":"finance_bills.dispute_charge","health":"constrained","aes":48,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.037118-0.956716, and Beta posterior mean 0.494815."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-bofa-dispute-charge","public-bofa-credit-card-disputes-faq"],"latest_evidence_id":"public-bofa-credit-card-disputes-faq","notes":["Bank of America documents online and mobile dispute paths for posted transactions, with deadline, evidence, and attestation constraints.","Source: https://www.bankofamerica.com/help/how-to-dispute-a-charge/","Source: https://www.bankofamerica.com/credit-cards/credit-card-disputes-faq/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","2fa_user_present","human_handoff_required"]},{"site":"chase.com","task":"finance_bills.download_statement","health":"constrained","aes":57,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.051629-0.96995, and Beta posterior mean 0.518148."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-chase-paperless-statements","public-chase-statements-documents-path"],"latest_evidence_id":"public-chase-statements-documents-path","notes":["Chase documents statement retrieval from Statements & documents after sign-in, while the same surface can also change paperless settings.","Source: https://www.chase.com/personal/mobile-online-banking/login-paperless"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","2fa_user_present","dynamic_dom_unstable"]},{"site":"capitalone.com","task":"finance_bills.update_autopay","health":"constrained","aes":46,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.034206-0.953464, and Beta posterior mean 0.48963."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-capitalone-setup-autopay","public-capitalone-payments-support"],"latest_evidence_id":"public-capitalone-payments-support","notes":["Capital One documents credit-card AutoPay setup after sign-in, with amount and date choices that can affect payment risk.","Source: https://www.capitalone.com/help-center/credit-cards/how-to-set-up-autopay/","Source: https://www.capitalone.com/help-center/credit-cards/payments-credit-card-support/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","2fa_user_present","payment_3ds_user_present","confirmation_email_missing"]},{"site":"pge.com","task":"finance_bills.update_autopay","health":"blocked","aes":54,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.046536-0.965794, and Beta posterior mean 0.51037."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-pge-autopay","public-pge-payment-fee-notes"],"latest_evidence_id":"public-pge-payment-fee-notes","notes":["PG&E documents AutoPay setup through My Account, with payment method, recurring schedule, and disclosed card fee considerations.","Source: https://www.pge.com/en/account/billing-and-assistance/pay-my-bill/auto-pay.html"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","payment_3ds_user_present","hidden_fee","price_mismatch"]},{"site":"doordash.com","task":"food_local.cancel_order","health":"constrained","aes":59,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.055166-0.972578, and Beta posterior mean 0.523333."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-doordash-cancel-order","public-doordash-cancel-refund-status"],"latest_evidence_id":"public-doordash-cancel-refund-status","notes":["DoorDash documents cancellation from a live order's Help flow, with refund or credit depending on restaurant confirmation and Dasher assignment.","Source: https://help.doordash.com/en-us/consumers/article/how-do-i-cancel-my-order"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","human_handoff_required"]},{"site":"instacart.com","task":"food_local.cancel_order","health":"constrained","aes":56,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.049903-0.968593, and Beta posterior mean 0.515556."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-instacart-cancel-order","public-instacart-cancel-fee"],"latest_evidence_id":"public-instacart-cancel-fee","notes":["Instacart documents canceling or rescheduling from order details, with cancellation free before shopper acceptance and possible fees or support after acceptance.","Source: https://www.instacart.com/help/section/3252458959/4103669891"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","human_handoff_required","hidden_fee"]},{"site":"ubereats.com","task":"food_local.cancel_order","health":"constrained","aes":55,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.048205-0.967208, and Beta posterior mean 0.512963."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-ubereats-cancel-order-help","public-ubereats-cancellation-fee-policy"],"latest_evidence_id":"public-ubereats-cancellation-fee-policy","notes":["Uber Eats documents cancellation availability but warns that accepted or in-delivery orders can incur cancellation charges up to the full item or delivery price.","Source: https://help.uber.com/ubereats/restaurants/article/node-title?nodeId=c1f68a55-f570-4252-a078-1026798c98b8"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","hidden_fee"]},{"site":"instacart.com","task":"food_local.find_delivery_windows","health":"degraded","aes":62,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.060686-0.976306, and Beta posterior mean 0.531111."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-instacart-delivery-windows","public-instacart-delivery-help-section"],"latest_evidence_id":"public-instacart-delivery-help-section","notes":["Instacart exposes delivery and pickup windows after address, retailer, cart, and checkout context, while checkout requires an account and fees vary by retailer/window/order total.","Source: https://www.instacart.com/help/article/360039163432","Source: https://www.instacart.com/help/section/1289447635"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["forced_account_creation","login_required","hidden_fee"]},{"site":"imperfectfoods.com","task":"food_local.manage_grocery_delivery","health":"degraded","aes":60,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.080273-0.962658, and Beta posterior mean 0.534426."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-22-imperfectfoodscom-food-localmanage-grocery-delivery"],"latest_evidence_id":"top100-food_local-22-imperfectfoodscom-food-localmanage-grocery-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.imperfectfoods.com/","Source: https://help.imperfectfoods.com/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"misfitsmarket.com","task":"food_local.manage_grocery_delivery","health":"degraded","aes":60,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.080273-0.962658, and Beta posterior mean 0.534426."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-21-misfitsmarketcom-food-localmanage-grocery-delivery"],"latest_evidence_id":"top100-food_local-21-misfitsmarketcom-food-localmanage-grocery-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.misfitsmarket.com/","Source: https://help.misfitsmarket.com/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"thrivemarket.com","task":"food_local.manage_grocery_delivery","health":"constrained","aes":57,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.051629-0.96995, and Beta posterior mean 0.518148."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-23-thrivemarketcom-food-localmanage-grocery-delivery"],"latest_evidence_id":"top100-food_local-23-thrivemarketcom-food-localmanage-grocery-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://thrivemarket.com/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"blueapron.com","task":"food_local.manage_meal_delivery","health":"constrained","aes":57,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.051629-0.96995, and Beta posterior mean 0.518148."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-19-blueaproncom-food-localmanage-meal-delivery"],"latest_evidence_id":"top100-food_local-19-blueaproncom-food-localmanage-meal-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.blueapron.com/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"factor75.com","task":"food_local.manage_meal_delivery","health":"constrained","aes":57,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.051629-0.96995, and Beta posterior mean 0.518148."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-20-factor75com-food-localmanage-meal-delivery"],"latest_evidence_id":"top100-food_local-20-factor75com-food-localmanage-meal-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.factor75.com/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"hellofresh.com","task":"food_local.manage_meal_delivery","health":"degraded","aes":60,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.080273-0.962658, and Beta posterior mean 0.534426."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-18-hellofreshcom-food-localmanage-meal-delivery"],"latest_evidence_id":"top100-food_local-18-hellofreshcom-food-localmanage-meal-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.hellofresh.com/","Source: https://www.hellofresh.com/about/faq"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"arbys.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":59,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.077764-0.960874, and Beta posterior mean 0.530984."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-41-arbyscom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-41-arbyscom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.arbys.com/menu/","Source: https://www.arbys.com/locations/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"auntieannes.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":58,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.075293-0.959052, and Beta posterior mean 0.527541."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-52-auntieannescom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-52-auntieannescom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.auntieannes.com/order-online","Source: https://www.auntieannes.com/menu"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"baskinrobbins.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":55,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.048205-0.967208, and Beta posterior mean 0.512963."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-46-baskinrobbinscom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-46-baskinrobbinscom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.baskinrobbins.com/en/mobile-app"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"burgerking.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":59,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.077764-0.960874, and Beta posterior mean 0.530984."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-32-burgerkingcom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-32-burgerkingcom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.bk.com/menu","Source: https://www.bk.com/store-locator"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"chick-fil-a.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":59,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.077764-0.960874, and Beta posterior mean 0.530984."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-44-chick-fil-acom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-44-chick-fil-acom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.chick-fil-a.com/order","Source: https://www.chick-fil-a.com/menu"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"chipotle.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":56,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.049903-0.968593, and Beta posterior mean 0.515556."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-42-chipotlecom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-42-chipotlecom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.chipotle.com/order"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"costco.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":58,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.053383-0.971278, and Beta posterior mean 0.520741."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-14-costcocom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-14-costcocom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://sameday.costco.com/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"cvs.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":57,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.051629-0.96995, and Beta posterior mean 0.518148."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-24-cvscom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-24-cvscom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.cvs.com/store-locator/landing"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"dunkindonuts.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":59,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.077764-0.960874, and Beta posterior mean 0.530984."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-34-dunkindonutscom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-34-dunkindonutscom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.dunkindonuts.com/en/menu","Source: https://www.dunkindonuts.com/en/mobile-app"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"fiveguys.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":58,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.075293-0.959052, and Beta posterior mean 0.527541."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-53-fiveguyscom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-53-fiveguyscom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.fiveguys.com/menu","Source: https://www.fiveguys.com/locations"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"gopuff.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":58,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.053383-0.971278, and Beta posterior mean 0.520741."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-5-gopuffcom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-5-gopuffcom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://help.gopuff.com/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"grubhub.com","task":"food_local.order_pickup_delivery","health":"degraded","aes":66,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.068449-0.980873, and Beta posterior mean 0.541481."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-4-grubhubcom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-4-grubhubcom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.grubhub.com/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","human_handoff_required","dynamic_dom_unstable"]},{"site":"hardees.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":55,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.048205-0.967208, and Beta posterior mean 0.512963."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-54-hardeescom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-54-hardeescom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.hardees.com/locations"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"jerseymikes.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":58,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.075293-0.959052, and Beta posterior mean 0.527541."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-47-jerseymikescom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-47-jerseymikescom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.jerseymikes.com/order","Source: https://www.jerseymikes.com/menu"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"jimmyjohns.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":59,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.077764-0.960874, and Beta posterior mean 0.530984."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-45-jimmyjohnscom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-45-jimmyjohnscom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.jimmyjohns.com/order/","Source: https://www.jimmyjohns.com/menu/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"littlecaesars.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":59,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.077764-0.960874, and Beta posterior mean 0.530984."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-39-littlecaesarscom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-39-littlecaesarscom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://littlecaesars.com/en-us/order/","Source: https://littlecaesars.com/en-us/menu/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"mcdonalds.com","task":"food_local.order_pickup_delivery","health":"degraded","aes":60,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.080273-0.962658, and Beta posterior mean 0.534426."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-27-mcdonaldscom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-27-mcdonaldscom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.mcdonalds.com/us/en-us/mcdelivery.html","Source: https://www.mcdonalds.com/us/en-us/mobile-order-and-pay.html"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"panerabread.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":58,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.075293-0.959052, and Beta posterior mean 0.527541."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-51-panerabreadcom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-51-panerabreadcom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.panerabread.com/en-us/home.html","Source: https://www.panerabread.com/en-us/menu.html"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"papajohns.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":59,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.077764-0.960874, and Beta posterior mean 0.530984."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-38-papajohnscom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-38-papajohnscom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.papajohns.com/order/","Source: https://www.papajohns.com/menu/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"popeyes.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":59,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.077764-0.960874, and Beta posterior mean 0.530984."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-40-popeyescom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-40-popeyescom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.popeyes.com/menu","Source: https://www.popeyes.com/store-locator"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"publix.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":58,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.053383-0.971278, and Beta posterior mean 0.520741."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-11-publixcom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-11-publixcom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.publix.com/shop-online"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"riteaid.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":57,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.051629-0.96995, and Beta posterior mean 0.518148."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-26-riteaidcom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-26-riteaidcom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.riteaid.com/shop/info/delivery"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"samsclub.com","task":"food_local.order_pickup_delivery","health":"degraded","aes":61,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.082821-0.964403, and Beta posterior mean 0.537869."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-15-samsclubcom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-15-samsclubcom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.samsclub.com/content/club-pickup","Source: https://www.samsclub.com/content/home-delivery"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"shipt.com","task":"food_local.order_pickup_delivery","health":"degraded","aes":60,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.080273-0.962658, and Beta posterior mean 0.534426."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-16-shiptcom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-16-shiptcom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.shipt.com/","Source: https://help.shipt.com/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"sonicdrivein.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":59,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.077764-0.960874, and Beta posterior mean 0.530984."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-43-sonicdriveincom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-43-sonicdriveincom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.sonicdrivein.com/menu/","Source: https://www.sonicdrivein.com/locations/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"starbucks.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":57,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.051629-0.96995, and Beta posterior mean 0.518148."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-28-starbuckscom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-28-starbuckscom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.starbucks.com/rewards/mobile-apps/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"subway.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":57,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.051629-0.96995, and Beta posterior mean 0.518148."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-29-subwaycom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-29-subwaycom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.subway.com/en-us/menu"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"tacobell.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":59,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.077764-0.960874, and Beta posterior mean 0.530984."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-35-tacobellcom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-35-tacobellcom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.tacobell.com/food","Source: https://www.tacobell.com/locations"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"target.com","task":"food_local.order_pickup_delivery","health":"degraded","aes":61,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.082821-0.964403, and Beta posterior mean 0.537869."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-7-targetcom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-7-targetcom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.target.com/c/same-day-delivery/-/N-bswkz","Source: https://www.target.com/c/order-pickup/-/N-ng0a0"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"walgreens.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":57,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.051629-0.96995, and Beta posterior mean 0.518148."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-25-walgreenscom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-25-walgreenscom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.walgreens.com/topic/promotion/same-day-delivery.jsp"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"walmart.com","task":"food_local.order_pickup_delivery","health":"degraded","aes":61,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.082821-0.964403, and Beta posterior mean 0.537869."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-6-walmartcom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-6-walmartcom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.walmart.com/cp/grocery/976759","Source: https://www.walmart.com/help"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"wholefoodsmarket.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":58,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.053383-0.971278, and Beta posterior mean 0.520741."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-12-wholefoodsmarketcom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-12-wholefoodsmarketcom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.wholefoodsmarket.com/amazon"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"wingstop.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":58,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.075293-0.959052, and Beta posterior mean 0.527541."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-49-wingstopcom-food-localorder-pickup-delivery"],"latest_evidence_id":"top100-food_local-49-wingstopcom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.wingstop.com/order","Source: https://www.wingstop.com/menu"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"doordash.com","task":"food_local.resolve_missing_item","health":"degraded","aes":64,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.064509-0.978647, and Beta posterior mean 0.536296."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-doordash-missing-item","public-doordash-quality-guarantee"],"latest_evidence_id":"public-doordash-quality-guarantee","notes":["DoorDash documents missing or incorrect item reporting through Order Issues, with possible photo evidence and circumstance-specific resolution.","Source: https://help.doordash.com/en-us/consumers/article/my-order-was-missing-an-item-incorrect-order","Source: https://help.doordash.com/en-us/consumers/article/terms-of-the-quality-guarantee"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","human_handoff_required"]},{"site":"dominos.com","task":"food_local.track_delivery","health":"constrained","aes":59,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.077764-0.960874, and Beta posterior mean 0.530984."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-31-dominoscom-food-localtrack-delivery"],"latest_evidence_id":"top100-food_local-31-dominoscom-food-localtrack-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.dominos.com/en/pages/order/","Source: https://www.dominos.com/en/pages/tracker/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present"]},{"site":"my.clevelandclinic.org","task":"healthcare_admin.book_appointment","health":"constrained","aes":45,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.046644-0.93189, and Beta posterior mean 0.482787."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["public-clevelandclinic-mychart","public-clevelandclinic-scheduling-help","public-clevelandclinic-webappointment"],"latest_evidence_id":"public-clevelandclinic-webappointment","notes":["Cleveland Clinic publishes MyChart and web appointment entry points, but booking and request outcomes vary by patient status, specialty, insurance, and staff review.","Source: https://my.clevelandclinic.org/online-services/mychart/","Source: https://my.clevelandclinic.org/resources/mychart-appointment-and-scheduling-troubleshooting","Source: https://my.clevelandclinic.org/webappointment"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","2fa_user_present","human_handoff_required","confirmation_email_missing"]},{"site":"aetna.com","task":"healthcare_admin.find_in_network_doctor","health":"degraded","aes":68,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.072504-0.982983, and Beta posterior mean 0.546667."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-aetna-find-doctor","public-aetna-participating-provider-faq"],"latest_evidence_id":"public-aetna-participating-provider-faq","notes":["Aetna offers public provider search by plan selection and more certain plan-personalized results after login, while provider participation can change.","Source: https://www.aetna.com/individuals-families/find-a-doctor.html","Source: https://www.aetna.com/faqs-health-insurance/selecting-participating-provider-faqs.html"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","dynamic_dom_unstable","human_handoff_required"]},{"site":"irs.gov","task":"legal_admin.apply_ein","health":"degraded","aes":73,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.083155-0.987745, and Beta posterior mean 0.55963."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-legal_admin-3-irsgov-legal-adminapply-ein"],"latest_evidence_id":"top100-legal_admin-3-irsgov-legal-adminapply-ein","notes":["Official IRS page documents a free, immediate online EIN process with clear eligibility and the one-per-day limit.","Source: https://www.irs.gov/businesses/small-businesses-self-employed/get-an-employer-identification-number"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","human_handoff_required"]},{"site":"uscis.gov","task":"legal_admin.check_case_status","health":"degraded","aes":81,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.101755-0.993806, and Beta posterior mean 0.58037."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-legal_admin-11-uscisgov-legal-admincheck-case-status"],"latest_evidence_id":"top100-legal_admin-11-uscisgov-legal-admincheck-case-status","notes":["Receipt-number status check is public; filing flows are account-gated. Sensitive domain handled conservatively.","Source: https://www.uscis.gov/forms"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required"]},{"site":"rocketlawyer.com","task":"legal_admin.create_legal_document","health":"degraded","aes":73,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.083155-0.987745, and Beta posterior mean 0.55963."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-legal_admin-5-rocketlawyercom-legal-admincreate-legal-document"],"latest_evidence_id":"top100-legal_admin-5-rocketlawyercom-legal-admincreate-legal-document","notes":["Public template catalog is browsable; completion/download is gated by membership.","Source: https://www.rocketlawyer.com/business-and-contracts/starting-a-business/form-an-llc"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","forced_account_creation"]},{"site":"lawdepot.com","task":"legal_admin.create_legal_form","health":"degraded","aes":80,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.099324-0.993155, and Beta posterior mean 0.577778."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-legal_admin-19-lawdepotcom-legal-admincreate-legal-form"],"latest_evidence_id":"top100-legal_admin-19-lawdepotcom-legal-admincreate-legal-form","notes":["Public catalog and interview are browsable; completion gated by subscription.","Source: https://www.lawdepot.com/contracts/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required"]},{"site":"pacer.uscourts.gov","task":"legal_admin.find_federal_case","health":"degraded","aes":74,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.119514-0.98352, and Beta posterior mean 0.582623."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-legal_admin-9-paceruscourtsgov-legal-adminfind-federal-case"],"latest_evidence_id":"top100-legal_admin-9-paceruscourtsgov-legal-adminfind-federal-case","notes":["Fee structure and account requirement are clearly documented; the Case Locator entry point is public.","Source: https://pacer.uscourts.gov/","Source: https://pacer.uscourts.gov/find-case"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","hidden_fee"]},{"site":"bizee.com","task":"legal_admin.form_llc","health":"degraded","aes":78,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.132178-0.988028, and Beta posterior mean 0.596393."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-legal_admin-14-bizeecom-legal-adminform-llc"],"latest_evidence_id":"top100-legal_admin-14-bizeecom-legal-adminform-llc","notes":["Public pages document the formation path and bundling; submission is account/payment gated.","Source: https://bizee.com/form-an-llc","Source: https://bizee.com/registered-agent"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","forced_account_creation"]},{"site":"legalzoom.com","task":"legal_admin.form_llc","health":"degraded","aes":78,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.132178-0.988028, and Beta posterior mean 0.596393."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-legal_admin-1-legalzoomcom-legal-adminform-llc"],"latest_evidence_id":"top100-legal_admin-1-legalzoomcom-legal-adminform-llc","notes":["Public product pages document the formation and registered-agent path; actual filing is gated behind account creation and payment.","Source: https://www.legalzoom.com/business/business-formation/llc-overview.html","Source: https://www.legalzoom.com/business/business-operations/registered-agent-overview.html"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","forced_account_creation"]},{"site":"zenbusiness.com","task":"legal_admin.form_llc","health":"degraded","aes":78,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.132178-0.988028, and Beta posterior mean 0.596393."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-legal_admin-12-zenbusinesscom-legal-adminform-llc"],"latest_evidence_id":"top100-legal_admin-12-zenbusinesscom-legal-adminform-llc","notes":["Public product pages document the formation path; submission is account/payment gated.","Source: https://www.zenbusiness.com/llc/","Source: https://www.zenbusiness.com/registered-agent-service/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","forced_account_creation"]},{"site":"dnb.com","task":"legal_admin.lookup_duns","health":"degraded","aes":83,"confidence":{"score":0.31,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.148961-0.992711, and Beta posterior mean 0.613607."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-legal_admin-27-dnbcom-legal-adminlookup-duns"],"latest_evidence_id":"top100-legal_admin-27-dnbcom-legal-adminlookup-duns","notes":["Public lookup/request pages documented; 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managed services are gated.","Source: https://www.harborcompliance.com/registered-agent","Source: https://www.harborcompliance.com/information"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required"]},{"site":"clio.com","task":"legal_admin.manage_legal_practice","health":"degraded","aes":83,"confidence":{"score":0.31,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.148961-0.992711, and Beta posterior mean 0.613607."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-legal_admin-18-cliocom-legal-adminmanage-legal-practice"],"latest_evidence_id":"top100-legal_admin-18-cliocom-legal-adminmanage-legal-practice","notes":["Public marketing/pricing pages are parseable; 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final price and availability can change by location and time.","Source: https://www.consumeraffairs.com/movers/","Source: https://www.pensketruckrental.com/quote/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["price_mismatch","login_required"]},{"site":"uhaul.com","task":"real_estate_moving.reserve_moving_truck","health":"blocked","aes":77,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.128949-0.986964, and Beta posterior mean 0.592951."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-real_estate_moving-45-uhaulcom-real-estate-movingreserve-moving-truck"],"latest_evidence_id":"top100-real_estate_moving-45-uhaulcom-real-estate-movingreserve-moving-truck","notes":["Official quote/reservation pages reveal task structure; 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Account-specific availability, billing owner, fees, refunds, and final confirmation still require user-present authentication.","Source: https://help.figma.com/hc/en-us/articles/360039960434-Manage-seats-and-billing"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","2fa_user_present"]},{"site":"gitlab.com","task":"subscriptions.cancel","health":"degraded","aes":79,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.096922-0.992473, and Beta posterior mean 0.575185."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-subscriptions-58-gitlabcom-subscriptionscancel"],"latest_evidence_id":"top100-subscriptions-58-gitlabcom-subscriptionscancel","notes":["Official public source was used for a read-only workflow preflight. 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Account-specific availability, billing owner, fees, refunds, and final confirmation still require user-present authentication.","Source: https://support.grammarly.com/hc/en-us/articles/115000090172-How-do-I-cancel-my-Grammarly-subscription"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","2fa_user_present"]},{"site":"hulu.com","task":"subscriptions.cancel","health":"degraded","aes":67,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.070462-0.981943, and Beta posterior mean 0.544074."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-hulu-cancel","public-hulu-subscriber-agreement"],"latest_evidence_id":"public-hulu-subscriber-agreement","notes":["Hulu documents account-page cancellation, but pause prompts, partner billing, and bundle relationships can change the path.","Source: https://help.hulu.com/article/hulu-cancel-hulu-subscription","Source: https://www.hulu.com/sub_agreement"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","dark_pattern_cancel","human_handoff_required"]},{"site":"linkedin.com","task":"subscriptions.cancel","health":"degraded","aes":80,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.099324-0.993155, and Beta posterior mean 0.577778."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-subscriptions-39-linkedincom-subscriptionscancel"],"latest_evidence_id":"top100-subscriptions-39-linkedincom-subscriptionscancel","notes":["Official public source was used for a read-only workflow preflight. Account-specific availability, billing owner, fees, refunds, and final confirmation still require user-present authentication.","Source: https://www.linkedin.com/help/linkedin/answer/a545578/cancel-linkedin-premium-subscription"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","2fa_user_present"]},{"site":"max.com","task":"subscriptions.cancel","health":"degraded","aes":64,"confidence":{"score":0.27,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.064509-0.978647, and Beta posterior mean 0.536296."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-max-cancel-help","public-max-third-party-billing"],"latest_evidence_id":"public-max-third-party-billing","notes":["Max documents cancellation through max.com/subscription when Max bills the account, but cancellation steps vary by billing provider.","Source: https://help.max.com/my-en/Answer/Detail/000002526"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","human_handoff_required"]},{"site":"microsoft.com","task":"subscriptions.cancel","health":"degraded","aes":77,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.092212-0.991018, and Beta posterior mean 0.57."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-microsoft-365-cancel","public-microsoft-refund-subscription"],"latest_evidence_id":"public-microsoft-refund-subscription","notes":["Microsoft documents Microsoft 365 cancellation from account services, with storage, third-party purchase, and refund-eligibility branches.","Source: https://support.microsoft.com/en-us/accounts-billing/subscriptions/cancel-a-microsoft-365-subscription","Source: https://support.microsoft.com/en-us/accounts-billing/subscriptions/how-to-get-a-refund-on-a-microsoft-subscription"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","2fa_user_present","dark_pattern_cancel","human_handoff_required"]},{"site":"netflix.com","task":"subscriptions.cancel","health":"degraded","aes":78,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.094552-0.991761, and Beta posterior mean 0.572593."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-netflix-cancel-help","public-netflix-manage-membership"],"latest_evidence_id":"public-netflix-manage-membership","notes":["Netflix documents a web cancellation path from Manage Membership through Finish Cancellation, with sign-in required and email confirmation expected.","Source: https://help.netflix.com/en/node/407"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required"]},{"site":"notion.com","task":"subscriptions.cancel","health":"degraded","aes":79,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.096922-0.992473, and Beta posterior mean 0.575185."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-subscriptions-50-notioncom-subscriptionscancel"],"latest_evidence_id":"top100-subscriptions-50-notioncom-subscriptionscancel","notes":["Official public source was used for a read-only workflow preflight. 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Account-specific availability, billing owner, fees, refunds, and final confirmation still require user-present authentication.","Source: https://help.nytimes.com/hc/en-us/articles/360003499613-Cancel-your-subscription"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","2fa_user_present"]},{"site":"paramountplus.com","task":"subscriptions.cancel","health":"degraded","aes":82,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.104218-0.994425, and Beta posterior mean 0.582963."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-subscriptions-13-paramountpluscom-subscriptionscancel"],"latest_evidence_id":"top100-subscriptions-13-paramountpluscom-subscriptionscancel","notes":["Official public source was used for a read-only workflow preflight. Account-specific availability, billing owner, fees, refunds, and final confirmation still require user-present authentication.","Source: https://help.paramountplus.com/s/article/PD-How-can-I-cancel-my-Paramount-subscription"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","2fa_user_present"]},{"site":"peacocktv.com","task":"subscriptions.cancel","health":"degraded","aes":82,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.104218-0.994425, and Beta posterior mean 0.582963."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-subscriptions-12-peacocktvcom-subscriptionscancel"],"latest_evidence_id":"top100-subscriptions-12-peacocktvcom-subscriptionscancel","notes":["Official public source was used for a read-only workflow preflight. 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Account-specific availability, billing owner, fees, refunds, and final confirmation still require user-present authentication.","Source: https://support.roku.com/article/manage-or-cancel-subscriptions"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","2fa_user_present"]},{"site":"slack.com","task":"subscriptions.cancel","health":"degraded","aes":79,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.096922-0.992473, and Beta posterior mean 0.575185."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-subscriptions-54-slackcom-subscriptionscancel"],"latest_evidence_id":"top100-subscriptions-54-slackcom-subscriptionscancel","notes":["Official public source was used for a read-only workflow preflight. Account-specific availability, billing owner, fees, refunds, and final confirmation still require user-present authentication.","Source: https://slack.com/help/articles/48764458651795-Change-or-cancel-your-paid-Slack-subscription/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","2fa_user_present"]},{"site":"spotify.com","task":"subscriptions.cancel","health":"degraded","aes":72,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.080966-0.986852, and Beta posterior mean 0.557037."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-spotify-cancel-premium","public-spotify-partner-billing"],"latest_evidence_id":"public-spotify-partner-billing","notes":["Spotify documents cancellation through Manage your plan, but partner-billed accounts require following the billing partner link from the account page.","Source: https://support.spotify.com/us/article/cancel-premium/"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","human_handoff_required"]},{"site":"todoist.com","task":"subscriptions.cancel","health":"degraded","aes":77,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.092212-0.991018, and Beta posterior mean 0.57."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-subscriptions-79-todoistcom-subscriptionscancel"],"latest_evidence_id":"top100-subscriptions-79-todoistcom-subscriptionscancel","notes":["Official public source was used for a read-only workflow preflight. Account-specific availability, billing owner, fees, refunds, and final confirmation still require user-present authentication.","Source: https://todoist.com/help/articles/change-or-cancel-a-todoist-plan-LqLJNk"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":1,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","2fa_user_present"]},{"site":"tv.apple.com","task":"subscriptions.cancel","health":"degraded","aes":81,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.101755-0.993806, and Beta posterior mean 0.58037."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-subscriptions-16-tvapplecom-subscriptionscancel"],"latest_evidence_id":"top100-subscriptions-16-tvapplecom-subscriptionscancel","notes":["Official public source was used for a read-only workflow preflight. Account-specific availability, billing owner, fees, refunds, and final confirmation still require user-present authentication.","Source: https://support.apple.com/en-us/118428"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","2fa_user_present"]},{"site":"youtube.com","task":"subscriptions.cancel","health":"degraded","aes":73,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.083155-0.987745, and Beta posterior mean 0.55963."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-youtube-premium-cancel","public-youtube-paid-memberships"],"latest_evidence_id":"public-youtube-paid-memberships","notes":["YouTube documents Premium cancellation from Paid Memberships, with pause alternatives and Apple or Google Play billing branches.","Source: https://support.google.com/youtube/answer/6308278?hl=en","Source: https://support.google.com/youtube/answer/11950175?hl=en"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","2fa_user_present","dark_pattern_cancel","human_handoff_required"]},{"site":"zoom.us","task":"subscriptions.cancel","health":"degraded","aes":79,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.096922-0.992473, and Beta posterior mean 0.575185."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-subscriptions-52-zoomus-subscriptionscancel"],"latest_evidence_id":"top100-subscriptions-52-zoomus-subscriptionscancel","notes":["Official public source was used for a read-only workflow preflight. 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https://www.expedia.com/legal/terms"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"blockers":["login_required","confirmation_email_missing","hidden_fee"]},{"site":"airbnb.com","task":"travel.cancel_hotel","health":"constrained","aes":48,"confidence":{"score":0.3,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.052684-0.93873, and Beta posterior mean 0.493115."},"freshness":{"updated_at":"2026-06-09T23:14:56.338Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days 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documents subscription cancellation across improved and original billing experiences, with enterprise, collection, and Rovo branches sometimes requiring contact.","Source: https://support.atlassian.com/subscriptions-and-billing/docs/cancel-a-subscription/","Cloudflare documents invoice downloads from Billing > Invoices and documents, with historical and enterprise invoice cases requiring support or accounting handoff.","Source: https://developers.cloudflare.com/billing/manage/invoices/","Linear documents member suspension and billing context, with enterprise SCIM workspaces potentially managing access through the identity provider.","Source: https://linear.app/docs/members-roles","Source: https://linear.app/docs/billing-and-plans?noRedirect=1","Best Buy documents order cancellation from order details when the Cancel button is available, with shipped and scheduled-service orders commonly requiring support or becoming ineligible.","Source: https://www.bestbuy.com/site/help-topics/cancel-your-order/pcmcat203900050004.c?id=pcmcat203900050004","Official public policy/help page was used for a read-only preflight. Item-specific and order-specific outcomes still require a user-present canary.","Source: https://www.acehardware.com/customer-service?page=ace-return-policy","Official help center source was recorded, but buyer-protection details should be manually reviewed before promotion because the public help surface is broad and dynamic.","Source: https://helpcenter.aliexpress.com/s/BuyerHelp","Source: https://www.apple.com/shop/help/returns_refund","Source: https://www.chewy.com/app/content/returns","Source: https://customerservice.costco.com/app/answers/detail/a_id/1191","Source: https://customerservice.costco.com/app/answers/detail/a_id/6874","Source: https://www.cvs.com/help/help_subtopic_details.jsp?subtopicName=Returns+and+Refunds&topicid=200018","Source: https://www.dell.com/en-us/lp/return-policy","Source: https://www.ikea.com/us/en/customer-service/returns-claims/return-policy/","Source: https://www.menards.com/main/help-center/return-policy/c-19397.htm","Source: https://www.mercari.com/us/help_center/topics/account/policies/refunds-and-returns/","Source: https://kb.newegg.com/knowledge-base/return-policy/","Source: https://www.nike.com/help/a/returns-policy","Source: https://www.nordstrom.com/browse/services/return-policy","Source: https://poshmark.com/posh_protect","Source: https://us.shein.com/Return-Policy-a-281.html","Source: https://stockx.com/help/articles/Can-I-return-my-item-after-Ive-received-it","Source: https://help.target.com/help/subcategoryarticle?childcat=Return+policy&parentcat=Returns+%26+Exchanges&searchQuery=search+help","Source: https://www.target.com/help/articles/returns-exchanges/start-an-online-return","Source: https://www.temu.com/return-and-refund-policy.html","Source: https://www.ulta.com/guestservices/guestServicesCenterDetails.jsp","Source: https://www.walgreens.com/topic/help/shophelp/returns_help_main.jsp","Source: https://www.walmart.com/help/article/walmart-standard-return-policy/adc0dfb692954e67a4de206fb8d9e03a","Source: https://www.walmart.com/help/article/start-return-online/a760300a0bfb4cd4891e43f092c8bd18","Source: https://www.wayfair.com/help/article/return_policy","eBay documents return flows through purchases or guest confirmation email, with seller response and policy controlling much of the outcome.","Source: https://www.ebay.com/help/buying/returns-refunds/returning-item/index_app.html?id=4041&srcAppId=1","Source: https://www.ebay.com/help/returning-item/buying/returning-items-bought-guest/returns-refunds?id=4065","Etsy returns are heavily seller-policy driven, with Help with order and case escalation paths after seller contact or eligibility periods.","Source: https://help.etsy.com/hc/en-us/articles/115015440807-How-to-Return-or-Exchange-an-Item-on-Etsy","Source: https://help.etsy.com/hc/en-gb/articles/4402660818583-How-to-Get-Help-with-An-Order","Nordstrom documents returns and exchanges with guest return paths using order number and ZIP code, while final sale, third-party sellers, and special items can differ.","Target documents starting returns online or in app, with account access, order selection, return barcode, and method constraints for certain items.","Walmart documents online returns through Purchase History with return labels, store returns, pickup, mail, and FedEx drop-off options depending on item eligibility.","Official public support/help source was used for a read-only preflight. Account-specific support, refunds, disputes, recovery, claims, and final submissions require user-present authorization.","Source: https://help.snapchat.com/","Source: https://support.anthropic.com/","Source: https://support.tiktok.com/","Source: https://www.linkedin.com/help/linkedin","Source: https://www.facebook.com/help","Source: https://support.google.com/accounts/","Source: https://help.instagram.com/","Source: https://support.microsoft.com/contactus","T-Mobile publicly states that service cancellation cannot be completed online and must go through contact handoff, with billing-cycle, voicemail, DIGITS, account-access, and equipment-installment effects.","Source: https://www.t-mobile.com/support/account/cancel-service","Verizon documents Fios disconnect paths through My Verizon, phone, or chat, with suspension as an alternative and equipment return within 30 days.","Source: https://www.verizon.com/support/residential/account/manage-service/cancel","Source: https://www.verizon.com/support/suspend-service-faqs/","Xfinity documents cancellation and final-bill considerations plus equipment return through Digital Return Center, retail store, or UPS label, with serial-number and receipt evidence important.","Source: https://www.xfinity.com/support/articles/important-information-when-canceling-services","Source: https://www.xfinity.com/support/articles/returning-your-equipment","Source: https://support.apple.com/contact","Source: https://www.delta.com/us/en/need-help/overview","Source: https://support.southwest.com/","Source: https://www.kroger.com/hc/help/contact-us","Source: https://help.doordash.com/consumers/s/","Source: https://www.grubhub.com/help/contact-us","Source: https://www.instacart.com/help","Source: https://www.target.com/help","Source: https://help.uber.com/ubereats","Source: https://www.wayfair.com/help","Source: https://customerservice.costco.com/","Source: https://cash.app/help","Source: https://help.venmo.com/hc/en-us","Source: https://www.chewy.com/app/content/contact","Source: https://www.enterprise.com/en/help.html","Source: https://www.hertz.com/rentacar/customersupport/index.jsp","Source: https://support.github.com/","Source: https://www.booking.com/customer-service.html","Source: https://help.vrbo.com/","Source: https://help.hilton.com/s/","Source: https://help.marriott.com/","Source: https://www.airbnb.com/help","Source: https://www.paypal.com/us/smarthelp/home","Source: https://www.walmart.com/help","Source: https://help.lyft.com/hc/en-us","Source: https://help.uber.com/","Source: https://www.att.com/support/contact-us/","Source: https://www.cox.com/residential/contactus.html","Source: https://www.optimum.net/support/contact-us","Source: https://www.spectrum.net/support/contact-us","Source: https://www.verizon.com/support/contact-us/","Source: https://www.xfinity.com/support/contact-us","Source: https://help.turo.com/","Source: https://www.dish.com/contact/","OpenAI documents rate-limit concepts and mitigation publicly, while exact organization or project limits require authenticated platform access.","Source: https://developers.openai.com/api/docs/guides/rate-limits","Source: https://platform.openai.com/settings/organization/limits","Slack documents incoming webhook setup from app management, but workspace auth, app configuration, channel selection, and secret URL handling are required.","Source: https://docs.slack.dev/messaging/sending-messages-using-incoming-webhooks/","Twilio documents API key creation through Console and eligible API/CLI paths, but key type, permissions, and existing credentials determine whether automation can proceed.","Source: https://www.twilio.com/docs/iam/api-keys","Public docs parseable; the SIS is district-gated and FERPA-sensitive.","Source: https://www.powerschool.com/","Listings public; applying is account-gated and applicant-authored.","Source: https://bold.org/scholarships/","Source: https://bold.org/","Public landing documents the shared application; submission requires the applicant's account.","Source: https://www.applytexas.org/","Public how-to-apply documented; submission requires the applicant's account.","Source: https://admission.universityofcalifornia.edu/how-to-apply/","Source: https://apply.universityofcalifornia.edu/","Public application guidance documented; submission requires the applicant's account.","Source: https://www.ucas.com/","Public pages document the platform; submission requires the student's account.","Source: https://www.scoir.com/","Class catalog public; enrollment is parent-account gated and involves minors.","Source: https://outschool.com/","Source: https://outschool.com/how-it-works","Resources and how-it-works are public; booking is account-gated.","Source: https://www.varsitytutors.com/","Tutor listings are public; booking is account-gated.","Source: https://www.wyzant.com/","Source: https://www.wyzant.com/howitworks/students","Cancellation documented; channel branch is the pitfall.","Source: https://www.babbel.com/","Cancellation documented but channel-dependent; the store-billing branch is the key pitfall.","Source: https://www.duolingo.com/","Source: https://support.duolingo.com/hc/en-us/articles/360034706152","Public course pages and support docs cover enrollment/assistance; actions require login.","Source: https://www.edx.org/","Source: https://support.edx.org/hc/en-us/articles/207610003","Public pages document programs and terms; enrollment requires account/payment.","Source: https://www.udacity.com/","Public servicing info parseable; account actions are login-gated.","Source: https://www.mohela.com/","Source: https://www.nelnet.com/","Free catalog public; billing actions require login.","Source: https://www.codecademy.com/","Catalog/pricing public; billing actions require login.","Source: https://www.pluralsight.com/","Public how-it-works documents the flow; ordering requires the learner's account and school approval.","Source: https://www.parchment.com/students/order-status/","Source: https://www.parchment.com/students/how-it-works/","Public portal and learner pages document the flow; ordering requires the learner's account.","Source: https://tsorder.studentclearinghouse.org/","Source: https://www.studentclearinghouse.org/solutions/learners/","Public product pages parseable; applications are gated and credit-based.","Source: https://www.salliemae.com/student-loans/","Source: https://www.salliemae.com/","Public registration info documented; action requires the student's account.","Source: https://www.act.org/content/act/en/products-and-services/the-act/registration.html","Public registration info documented; action requires the test-taker's account.","Source: https://www.ets.org/gre/test-takers/general-test/register.html","Source: https://www.ets.org/toefl.html","Public pages document SAT registration and CSS Profile; both require the student's account.","Source: https://satsuite.collegeboard.org/sat/registration","Source: https://cssprofile.collegeboard.org/","Help center documents the refund window and exclusions clearly; action requires the user's account.","Source: https://www.coursera.support/s/article/209819043-Request-a-refund?language=en_US","Source: https://www.coursera.org/about/terms","Articles public; matching is account-gated. Scam-awareness guardrail.","Source: https://www.fastweb.com/","Source: https://www.fastweb.com/college-scholarships","Public application guide documents sections and process; submission requires the student's account.","Source: https://www.commonapp.org/apply/first-year-students/","Source: https://www.commonapp.org/apply/fy-toolkit/","Rankings/articles public; courses are paid.","Source: https://www.princetonreview.com/","Source: https://www.princetonreview.com/college-rankings","Schedule browsing is public; alerts need an account and registration is external.","Source: https://www.coursicle.com/","Public help docs are parseable; the LMS is institution-gated.","Source: https://help.blackboard.com/Learn/Student","Source: https://www.anthology.com/products/teaching-and-learning/learning-effectiveness/blackboard-learn","Public docs parseable; the LMS is institution-gated.","Source: https://www.d2l.com/brightspace/","Public docs/community are parseable; the LMS is institution-gated. Integrity guardrail central.","Source: https://www.instructure.com/canvas","Extensive public docs; the LMS instance is institution-gated.","Source: https://moodle.org/","Bank of America documents online and mobile dispute paths for posted transactions, with deadline, evidence, and attestation constraints.","Source: https://www.bankofamerica.com/help/how-to-dispute-a-charge/","Source: https://www.bankofamerica.com/credit-cards/credit-card-disputes-faq/","Chase documents statement retrieval from Statements & documents after sign-in, while the same surface can also change paperless settings.","Source: https://www.chase.com/personal/mobile-online-banking/login-paperless","Capital One documents credit-card AutoPay setup after sign-in, with amount and date choices that can affect payment risk.","Source: https://www.capitalone.com/help-center/credit-cards/how-to-set-up-autopay/","Source: https://www.capitalone.com/help-center/credit-cards/payments-credit-card-support/","PG&E documents AutoPay setup through My Account, with payment method, recurring schedule, and disclosed card fee considerations.","Source: https://www.pge.com/en/account/billing-and-assistance/pay-my-bill/auto-pay.html","DoorDash documents cancellation from a live order's Help flow, with refund or credit depending on restaurant confirmation and Dasher assignment.","Source: https://help.doordash.com/en-us/consumers/article/how-do-i-cancel-my-order","Instacart documents canceling or rescheduling from order details, with cancellation free before shopper acceptance and possible fees or support after acceptance.","Source: https://www.instacart.com/help/section/3252458959/4103669891","Uber Eats documents cancellation availability but warns that accepted or in-delivery orders can incur cancellation charges up to the full item or delivery price.","Source: https://help.uber.com/ubereats/restaurants/article/node-title?nodeId=c1f68a55-f570-4252-a078-1026798c98b8","Instacart exposes delivery and pickup windows after address, retailer, cart, and checkout context, while checkout requires an account and fees vary by retailer/window/order total.","Source: https://www.instacart.com/help/article/360039163432","Source: https://www.instacart.com/help/section/1289447635","Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.imperfectfoods.com/","Source: https://help.imperfectfoods.com/","Source: https://www.misfitsmarket.com/","Source: https://help.misfitsmarket.com/","Source: https://thrivemarket.com/","Source: https://www.blueapron.com/","Source: https://www.factor75.com/","Source: https://www.hellofresh.com/","Source: https://www.hellofresh.com/about/faq","Source: https://www.arbys.com/menu/","Source: https://www.arbys.com/locations/","Source: https://www.auntieannes.com/order-online","Source: https://www.auntieannes.com/menu","Source: https://www.baskinrobbins.com/en/mobile-app","Source: https://www.bk.com/menu","Source: https://www.bk.com/store-locator","Source: https://www.chick-fil-a.com/order","Source: https://www.chick-fil-a.com/menu","Source: https://www.chipotle.com/order","Source: https://sameday.costco.com/","Source: https://www.cvs.com/store-locator/landing","Source: https://www.dunkindonuts.com/en/menu","Source: https://www.dunkindonuts.com/en/mobile-app","Source: https://www.fiveguys.com/menu","Source: https://www.fiveguys.com/locations","Source: https://help.gopuff.com/","Source: https://www.grubhub.com/","Source: https://www.hardees.com/locations","Source: https://www.jerseymikes.com/order","Source: https://www.jerseymikes.com/menu","Source: https://www.jimmyjohns.com/order/","Source: https://www.jimmyjohns.com/menu/","Source: https://littlecaesars.com/en-us/order/","Source: https://littlecaesars.com/en-us/menu/","Source: https://www.mcdonalds.com/us/en-us/mcdelivery.html","Source: https://www.mcdonalds.com/us/en-us/mobile-order-and-pay.html","Source: https://www.panerabread.com/en-us/home.html","Source: https://www.panerabread.com/en-us/menu.html","Source: https://www.papajohns.com/order/","Source: https://www.papajohns.com/menu/","Source: https://www.popeyes.com/menu","Source: https://www.popeyes.com/store-locator","Source: https://www.publix.com/shop-online","Source: https://www.riteaid.com/shop/info/delivery","Source: https://www.samsclub.com/content/club-pickup","Source: https://www.samsclub.com/content/home-delivery","Source: https://www.shipt.com/","Source: https://help.shipt.com/","Source: https://www.sonicdrivein.com/menu/","Source: https://www.sonicdrivein.com/locations/","Source: https://www.starbucks.com/rewards/mobile-apps/","Source: https://www.subway.com/en-us/menu","Source: https://www.tacobell.com/food","Source: https://www.tacobell.com/locations","Source: https://www.target.com/c/same-day-delivery/-/N-bswkz","Source: https://www.target.com/c/order-pickup/-/N-ng0a0","Source: https://www.walgreens.com/topic/promotion/same-day-delivery.jsp","Source: https://www.walmart.com/cp/grocery/976759","Source: https://www.wholefoodsmarket.com/amazon","Source: https://www.wingstop.com/order","Source: https://www.wingstop.com/menu","DoorDash documents missing or incorrect item reporting through Order Issues, with possible photo evidence and circumstance-specific resolution.","Source: https://help.doordash.com/en-us/consumers/article/my-order-was-missing-an-item-incorrect-order","Source: https://help.doordash.com/en-us/consumers/article/terms-of-the-quality-guarantee","Source: https://www.dominos.com/en/pages/order/","Source: https://www.dominos.com/en/pages/tracker/","Cleveland Clinic publishes MyChart and web appointment entry points, but booking and request outcomes vary by patient status, specialty, insurance, and staff review.","Source: https://my.clevelandclinic.org/online-services/mychart/","Source: https://my.clevelandclinic.org/resources/mychart-appointment-and-scheduling-troubleshooting","Source: https://my.clevelandclinic.org/webappointment","Aetna offers public provider search by plan selection and more certain plan-personalized results after login, while provider participation can change.","Source: https://www.aetna.com/individuals-families/find-a-doctor.html","Source: https://www.aetna.com/faqs-health-insurance/selecting-participating-provider-faqs.html","Official IRS page documents a free, immediate online EIN process with clear eligibility and the one-per-day limit.","Source: https://www.irs.gov/businesses/small-businesses-self-employed/get-an-employer-identification-number","Receipt-number status check is public; filing flows are account-gated. Sensitive domain handled conservatively.","Source: https://www.uscis.gov/forms","Public template catalog is browsable; completion/download is gated by membership.","Source: https://www.rocketlawyer.com/business-and-contracts/starting-a-business/form-an-llc","Public catalog and interview are browsable; completion gated by subscription.","Source: https://www.lawdepot.com/contracts/","Fee structure and account requirement are clearly documented; the Case Locator entry point is public.","Source: https://pacer.uscourts.gov/","Source: https://pacer.uscourts.gov/find-case","Public pages document the formation path and bundling; submission is account/payment gated.","Source: https://bizee.com/form-an-llc","Source: https://bizee.com/registered-agent","Public product pages document the formation and registered-agent path; actual filing is gated behind account creation and payment.","Source: https://www.legalzoom.com/business/business-formation/llc-overview.html","Source: https://www.legalzoom.com/business/business-operations/registered-agent-overview.html","Public product pages document the formation path; submission is account/payment gated.","Source: https://www.zenbusiness.com/llc/","Source: https://www.zenbusiness.com/registered-agent-service/","Public lookup/request pages documented; the UEI change is the key informational nuance.","Source: https://www.dnb.com/duns-number.html","Source: https://www.dnb.com/duns-number/lookup.html","Public information library is parseable; managed services are gated.","Source: https://www.harborcompliance.com/registered-agent","Source: https://www.harborcompliance.com/information","Public marketing/pricing pages are parseable; the application is fully gated.","Source: https://www.clio.com/features/","Source: https://www.clio.com/pricing/","Public how-it-works documents the flow; execution is strictly user-present and identity-gated.","Source: https://www.proof.com/","Public registration portal documents categories, fees, and process; submission requires the eCO account.","Source: https://www.copyright.gov/registration/","Source: https://eservice.eco.loc.gov/","Official pages document the free registration, UEI issuance, and Login.gov requirement.","Source: https://sam.gov/entity-registration","Source: https://sam.gov/","Authoritative AZ registry with public search; filing is account-gated.","Source: https://ecorp.azcc.gov/EntitySearch/Index","Source: https://azcc.gov/","Authoritative CO registry with public search; filing account-gated.","Source: https://www.coloradosos.gov/biz/","Authoritative PA registry with public search; filing account-gated.","Source: https://www.dos.pa.gov/BusinessCharities/Business/","Authoritative WA registry with public search; filing account-gated.","Source: https://ccfs.sos.wa.gov/","Source: https://www.sos.wa.gov/corporations-charities","Public search exists; depth and API are paid.","Source: https://unicourt.com/","Public search tools documented; filing account-gated.","Source: https://www.tmdn.org/tmview/","Public search tools documented; filing/management requires accounts.","Source: https://branddb.wipo.int/","Source: https://www.wipo.int/madrid/monitor/en/","Public product pages document signing/sending; initiating requires an account.","Source: https://www.pandadoc.com/electronic-signature-software/","Recipient signing flow is well documented and free; initiating envelopes needs an account.","Source: https://www.docusign.com/products/electronic-signature/learn/sign-document-online-free","Source: https://support.docusign.com/s/articles/How-do-I-sign-a-DocuSign-document-Basic-Signing?language=en_US","Search and status surfaces are public and parseable; the application itself is behind verified-account login and 2FA.","Source: https://www.uspto.gov/trademarks/apply","Source: https://tmsearch.uspto.gov/","Public guidance is parseable; case processing is account-gated. Sensitive domain handled conservatively.","Source: https://www.e-verify.gov/employers","Source: https://www.e-verify.gov/","Help content is public; authentication is strictly user-present.","Source: https://www.login.gov/help/","Source: https://www.login.gov/","Official quote/reservation pages reveal task structure; final price and availability can change by location and time.","Source: https://www.consumeraffairs.com/movers/","Source: https://www.budgettruck.com/reservations","Source: https://www.enterprisetrucks.com/","Source: https://www.pensketruckrental.com/quote/","Source: https://www.uhaul.com/Orders/","Official public surfaces identify portal and leasing boundaries; user-specific records are authenticated and sensitive.","Source: https://www.appfolio.com/help/","Source: https://www.avail.co/","Source: https://help.flexmls.com/","Source: https://www.realpage.com/","Source: https://www.tenantcloud.com/faq","Source: https://support.turbotenant.com/hc/en-us","Con Edison documents Start New Service, Move Service, Stop Service, and Change Account Owner flows, with explicit authorization, ID, deposit, business-account, and move-window constraints.","Source: https://www.coned.com/en/services-and-outages/service-management-page?language=en","PG&E documents start, stop, and transfer service through My Account, with solar, new-build, credit, rate, and restoration exceptions requiring phone or support handling.","Source: https://www.pge.com/en/account/service-requests/start-stop-transfer-service.html","Southern California Edison documents Start, Stop, and Transfer Service through its Move Center, plus confirmation-number workflows for changing submitted dates.","Source: https://www.sce.com/customer-service-center/start-stop-move-service","Source: https://www.sce.com/customer-service-center/help-center/stop-start-move-service/faq/change-start-stop-date","Adobe documents cancellation from account plans, but refund and early-termination-fee outcomes depend on plan type and purchase timing.","Source: https://helpx.adobe.com/account/individual/subscriptions-and-plans/renewals-and-cancellations/cancel-adobe-subscription.html","Amazon documents Prime cancellation through Prime membership management, with sign-in, membership prompts, and final on-screen steps required.","Source: https://www.aboutamazon.com/news/retail/how-to-cancel-amazon-prime-membership/","Source: https://www.amazon.com/gp/help/customer/display.html?nodeId=GTJQ7QZY7QL2HK4Y","Official public source was used for a read-only workflow preflight. Account-specific availability, billing owner, fees, refunds, and final confirmation still require user-present authentication.","Source: https://support.amcplus.com/en/support/solutions/articles/11000096553-how-do-i-cancel-my-subscription-","Apple documents device, web, and Windows cancellation paths, with account sign-in and subscription ownership checks as common gates.","Source: https://support.apple.com/kb/HT4098","Source: https://help.audible.com/s/article/cancel-membership?language=en_US","MVP seed data is included for demo origins until live task evidence is reported.","Disney+ documents direct-billed cancellation from Account, while bundles and third-party billing can require separate cancellation paths.","Source: https://help.disneyplus.com/article/disneyplus-en-us-cancel","Source: https://help.disneyplus.com/en-US/article/disneyplus-en-us-subscription-information","Source: https://help.dropbox.com/plans/cancel-team-subscription?fallback=true","Source: https://support.duolingo.com/hc/en-us/articles/115004068043-How-do-I-cancel-my-Super-Duolingo-subscription","Source: https://help.figma.com/hc/en-us/articles/360039960434-Manage-seats-and-billing","Source: https://docs.gitlab.com/subscriptions/manage_subscription/","Source: https://support.grammarly.com/hc/en-us/articles/115000090172-How-do-I-cancel-my-Grammarly-subscription","Hulu documents account-page cancellation, but pause prompts, partner billing, and bundle relationships can change the path.","Source: https://help.hulu.com/article/hulu-cancel-hulu-subscription","Source: https://www.hulu.com/sub_agreement","Source: https://www.linkedin.com/help/linkedin/answer/a545578/cancel-linkedin-premium-subscription","Max documents cancellation through max.com/subscription when Max bills the account, but cancellation steps vary by billing provider.","Source: https://help.max.com/my-en/Answer/Detail/000002526","Microsoft documents Microsoft 365 cancellation from account services, with storage, third-party purchase, and refund-eligibility branches.","Source: https://support.microsoft.com/en-us/accounts-billing/subscriptions/cancel-a-microsoft-365-subscription","Source: https://support.microsoft.com/en-us/accounts-billing/subscriptions/how-to-get-a-refund-on-a-microsoft-subscription","Netflix documents a web cancellation path from Manage Membership through Finish Cancellation, with sign-in required and email confirmation expected.","Source: https://help.netflix.com/en/node/407","Source: https://www.notion.com/help/billing","Source: https://help.nytimes.com/hc/en-us/articles/360003499613-Cancel-your-subscription","Source: https://help.paramountplus.com/s/article/PD-How-can-I-cancel-my-Paramount-subscription","Source: https://www.peacocktv.com/help/article/cancellation","Source: https://support.roku.com/article/manage-or-cancel-subscriptions","Source: https://slack.com/help/articles/48764458651795-Change-or-cancel-your-paid-Slack-subscription/","Spotify documents cancellation through Manage your plan, but partner-billed accounts require following the billing partner link from the account page.","Source: https://support.spotify.com/us/article/cancel-premium/","Source: https://todoist.com/help/articles/change-or-cancel-a-todoist-plan-LqLJNk","Source: https://support.apple.com/en-us/118428","YouTube documents Premium cancellation from Paid Memberships, with pause alternatives and Apple or Google Play billing branches.","Source: https://support.google.com/youtube/answer/6308278?hl=en","Source: https://support.google.com/youtube/answer/11950175?hl=en","Source: https://support.zoom.com/hc/en/article?id=zm_kb&sysparm_article=KB0066687","Dropbox documents individual paid-plan cancellation as a downgrade to Basic, with mobile app-store and quota-impact branches.","Source: https://help.dropbox.com/plans/downgrade-dropbox-individual-plans","Source: https://help.dropbox.com/plans/refund","Zoom documents self-service plan cancellation, but refund eligibility, third-party purchases, outstanding balances, and robot validation can complicate billing outcomes.","Source: https://support.zoom.com/hc/en/article?id=zm_kb&sysparm_article=KB0083524","Expedia flight cancellation depends on itinerary lookup and airline/provider rules, with 24-hour and fare-restriction branches.","Source: https://www.expedia.com/helpcenter/?articleId=12324","Source: https://www.expedia.com/flight-deals","Source: https://www.expedia.com/legal/terms","Airbnb cancellation is account-gated through Trips and refundability depends on host policy, local listing time, and issue or disruption policies.","Source: https://www.airbnb.com/help/article/169","Source: https://www.airbnb.com/help/article/149","Source: https://www.airbnb.com/help/article/4052","Booking.com routes cancellation through booking management or confirmation email links, with fees determined by the property's policy.","Source: https://www.booking.com/customer-service.en-gb.html","Source: https://secure.booking.com/help","Official public help or legal pages expose the high-level path, but booking-specific refund amounts require an authenticated itinerary.","Source: https://www.agoda.com/info/contact.html","Source: https://www.airbnb.com/help/article/2972","Source: https://www.booking.com/help","Source: https://www.booking.com/content/terms.html","Source: https://support.google.com/travel","Source: https://help.hopper.com/","Source: https://www.kayak.com/help","Source: https://www.kiwi.com/en/help/","Source: https://www.klook.com/en-US/faq/","Source: https://www.priceline.com/help-page/","Source: https://us.trip.com/pages/customer-service/","Source: https://help.vrbo.com/articles/How-do-I-cancel-my-reservation","Official cruise pages identify policies and support routes; many booking changes require authenticated access or advisor support.","Source: https://help.carnival.com/app/answers/detail/a_id/3401","Official airline pages identify the workflow entry point and policy surface; actual reservation handling remains authenticated and user-present.","Source: https://aeromexico.com/en-us/your-trip/manage-your-booking","Source: https://www.aircanada.com/ca/en/aco/home/book/manage-bookings.html","Source: https://www.aircanada.com/ca/en/aco/home/fly/customer-support/cancellation-refund.html","Source: https://www.alaskaair.com/booking/reservation-lookup","Source: https://www.aveloair.com/help","Source: https://www.copaair.com/en-us/","Source: https://www.delta.com/my-trips/search","Source: https://www.delta.com/us/en/change-cancel/cancel-flight","Source: https://www.emirates.com/us/english/manage-booking/","Source: https://www.emirates.com/us/english/help/refund-request/","Source: https://www.flyfrontier.com/manage-travel/","Source: https://faq.flyfrontier.com/help/can-i-cancel-my-reservation","Source: https://www.hawaiianairlines.com/my-trips","Source: https://www.hawaiianairlines.com/contact-us/email","Source: https://www.jetblue.com/manage-trips","Source: https://www.jetblue.com/help/changes-cancellations-and-standby","Source: https://www.southwest.com/air/manage-reservation/","Source: https://www.southwest.com/help/changes-and-cancellations","Source: https://www.spirit.com/my-trips","Source: https://customersupport.spirit.com/en-US/category/article/KA-01195","Source: https://www.suncountry.com/manage-my-trip","Source: https://www.suncountry.com/help-center","Source: https://help.virginatlantic.com/us/en.html","Source: https://www.westjet.com/en-us/manage","Official public support pages expose the flow; ticket-specific eligibility requires booking details.","Source: https://www.amtrak.com/refund-and-cancellation-policy","Source: https://www.eurail.com/en/help","Source: https://help.flixbus.com/s/?language=en_US","Source: https://www.greyhound.com/help-and-info","Source: https://us.megabus.com/help","Source: https://support.thetrainline.com/en/support/home","Official pages make the booking-management surface clear; property-specific terms require a reservation lookup.","Source: https://help.hilton.com/","Official public recreation pages support non-mutating policy and availability review; booking requires user-present payment or account access.","Source: https://www.nps.gov/planyourvisit/index.htm","Source: https://www.recreation.gov/rules-reservation-policies","Official reservation pages identify the task path; final rates and fees can change after authenticated or confirmation-number lookup.","Source: https://www.alamo.com/en/customer-support/car-rental-faqs/modify-cancel-reservation.html","Source: https://www.avis.com/en/reservation/view-modify-cancel","Source: https://www.budget.com/en/reservation/find-reservation","Source: https://www.enterprise.com/en/help/faqs.html","Source: https://www.nationalcar.com/en/support.html"]},"trust":{"score":0.319,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":9,"rationale":"Aggregated from route-level trust summaries visible on this page."}}