{"site":"upack.com","task":"real_estate_moving.compare_moving_quote","available":true,"recipe":{"uri":"recipe://upack.com/real_estate_moving.compare_moving_quote/public-preflight-v1","version":1,"status":"active","agent_class":"browser_agent_user_present","summary":"Official moving-service pages or quote surfaces show service coverage, inventory questions, estimate steps, and the lead-form boundary.","steps":[{"order":1,"instruction":"Open the documented public path for U-Pack: Official moving-service pages or quote surfaces show service coverage, inventory questions, estimate steps, and the lead-form boundary.","evidence_gate":"Public source or help surface is visible."},{"order":2,"instruction":"Check the listed blockers and policy constraints before entering account, payment, booking, or cancellation state.","evidence_gate":"forced_account_creation, human_handoff_required, hidden_fee, policy_parseable"},{"order":3,"instruction":"Stop before any irreversible or user-sensitive action and ask for explicit approval.","evidence_gate":"User approval is captured before final action."}],"guards":["Do not submit lead forms, book crews, accept estimates, or provide exact addresses without explicit user approval.","Flag binding vs non-binding estimates, deposit rules, and USDOT/licensing details for review."],"success_signals":["Quote path or service page identified","Move type and inventory questions visible","Human estimator or lead-form boundary identified"],"expires_at":"2026-06-10T05:46:59.973Z"},"known_blockers":["forced_account_creation","human_handoff_required","hidden_fee"],"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":"2026-06-09T05:46:59.973Z","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-50-upackcom-real-estate-movingcompare-moving-quote"],"latest_evidence_id":"top100-real_estate_moving-50-upackcom-real-estate-movingcompare-moving-quote","notes":["Official service pages support public comparison; binding quotes and bookings require human-controlled details.","Source: https://www.consumeraffairs.com/movers/","Source: https://www.upack.com/moving-resources"]},"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."},"recommended_actions":[{"priority":"high","actor":"agent","action":"Do not submit lead forms, book crews, accept estimates, or provide exact addresses without explicit user approval.","expected_impact":"Keeps the agent inside documented, reversible, user-approved boundaries."},{"priority":"high","actor":"agent","action":"Require total-price verification immediately before final submission.","expected_impact":"Reduces high-regret transaction errors."},{"priority":"medium","actor":"agent","action":"Capture handoff evidence and pause before accepting retention offers.","expected_impact":"Keeps user intent explicit during adversarial cancellation flows."}]}