Operator guide
Why Sparse Public Text Breaks AI Agent Evidence
Evidence-backed guide to sparse public copy, unclear policy text, and missing confirmations that weaken agent measurements.
Publication gate
IndexableThis report has at least 25 qualifying evidence-backed rows and is eligible for search indexing.
- 789
- ranked rows
- 1,040 observations
- evidence
- 99%
- need a person nearby
- Jul 8, 2026
- last verified
Operator guide
Current through Jul 8, 2026, 789 CrawlDex rows match this report's evidence criteria.
Which public task rows lack enough readable policy, status, or confirmation text for a strong dated observation?
Rows qualify when CrawlDex evidence records sparse-public-text, policy-unparseable, or confirmation-email-missing blockers.
What site owners can make clearer
- Keep policy, status, and eligibility text in readable HTML rather than hidden behind fragile widgets.
- Add dates, scope, and exception language near consequential public claims.
- Return confirmation language that can be checked later without relying on screenshots.
What agent builders should plan for
- Treat sparse or unclear public text as weak evidence, not a successful task result.
- Capture the dated public page state instead of inferring policy from missing text.
- Ask for user confirmation before acting on ambiguous policy or eligibility wording.
Live rows
Ranked from current CrawlDex evidence
| Rank | Site task | Verdict | AES | Evidence | Main blocker |
|---|---|---|---|---|---|
| 1 | Molinahealthcare insurance.health_claim_or_appeal_lookup molinahealthcare.com | Blocked | 44 | 3 | login walls |
| 2 | Dmv Ca gov_civic.renew_vehicle_registration dmv.ca.gov | Blocked | 51 | 3 | CAPTCHA checks |
| 3 | Consumerfinance gov_civic.file_complaint consumerfinance.gov | Blocked | 52 | 3 | CAPTCHA checks |
| 4 | Uspto gov_civic.search_public_records uspto.gov | Blocked | 46 | 4 | CAPTCHA checks |
| 5 | Recreation gov_civic.apply_for_permit recreation.gov | Blocked | 50 | 3 | login walls |
| 6 | My Clevelandclinic healthcare_admin.book_appointment my.clevelandclinic.org | Blocked | 56 | 4 | login walls |
| 7 | Va healthcare_admin.book_appointment va.gov | Blocked | 56 | 4 | login walls |
| 8 | Sba gov_civic.register_business sba.gov | Needs user presence | 58 | 3 | login walls |
| 9 | Xfinity finance_bills.pay_utility_bill xfinity.com | Blocked | 61 | 3 | login walls |
| 10 | Reportfraud Ftc gov_civic.file_complaint reportfraud.ftc.gov | Blocked | 39 | 3 | CAPTCHA checks |
| 11 | Sam gov_civic.register_business sam.gov | Needs user presence | 58 | 4 | login walls |
| 12 | Walgreens healthcare_admin.refill_prescription walgreens.com | Blocked | 59 | 4 | login walls |
| 13 | Cvs healthcare_admin.refill_prescription cvs.com | Blocked | 60 | 3 | login walls |
| 14 | Snapchat customer_support.account_access_help snapchat.com | Blocked | 51 | 3 | login walls |
| 15 | Mychart healthcare_admin.request_records mychart.org | Completes with friction | 60 | 3 | login walls |
| 16 | Cms healthcare_admin.ask_about_estimate cms.gov | Blocked | 53 | 3 | login walls |
| 17 | Samsclub food_local.order_pickup_delivery samsclub.com | Completes with friction | 66 | 4 | unstable page controls |
| 18 | Healthcare healthcare_admin.find_in_network_doctor healthcare.gov | Completes with friction | 64 | 3 | login walls |
| 19 | Kaiserpermanente healthcare_admin.find_in_network_doctor kaiserpermanente.org | Completes with friction | 64 | 3 | login walls |
| 20 | Aetna healthcare_admin.find_in_network_doctor aetna.com | Completes with friction | 66 | 4 | login walls |
| 21 | Hioscar insurance.health_claim_or_appeal_lookup hioscar.com | Completes with friction | 69 | 3 | login walls |
| 22 | Vsp insurance.health_claim_or_appeal_lookup vsp.com | Completes with friction | 69 | 3 | login walls |
| 23 | 53 finance_bills.schedule_bill_payment 53.com | Completes with friction | 72 | 3 | login walls |
| 24 | Regions finance_bills.schedule_bill_payment regions.com | Completes with friction | 72 | 3 | login walls |
| 25 | Aaa insurance.file_or_track_claim aaa.com | Needs user presence | 57 | 3 | login walls |
| 26 | Spectrum real_estate_moving.transfer_utility_service spectrum.net | Completes with friction | 60 | 3 | login walls |
| 27 | Xcelenergy real_estate_moving.transfer_utility_service xcelenergy.com | Completes with friction | 60 | 3 | login walls |
| 28 | Labcorp healthcare_admin.check_lab_results labcorp.com | Completes with friction | 66 | 3 | login walls |
| 29 | Medicare healthcare_admin.find_in_network_doctor medicare.gov | Completes with friction | 66 | 4 | login walls |
| 30 | Newyorklife insurance.life_claim_documents newyorklife.com | Completes with friction | 66 | 3 | login walls |
| 31 | Capitalone finance_bills.update_autopay capitalone.com | Needs user presence | 46 | 2 | login walls |
| 32 | Buffalowildwings food_local.order_pickup_delivery buffalowildwings.com | Needs user presence | 50 | 3 | unstable page controls |
| 33 | Noodles food_local.order_pickup_delivery noodles.com | Needs user presence | 52 | 4 | unstable page controls |
| 34 | Subway food_local.order_pickup_delivery subway.com | Needs user presence | 52 | 3 | unstable page controls |
| 35 | Deltaco food_local.order_pickup_delivery deltaco.com | Needs user presence | 53 | 4 | unstable page controls |
| 36 | Jamba food_local.order_pickup_delivery jamba.com | Needs user presence | 53 | 4 | unstable page controls |
| 37 | Whataburger food_local.order_pickup_delivery whataburger.com | Needs user presence | 53 | 4 | unstable page controls |
| 38 | Arbys food_local.order_pickup_delivery arbys.com | Needs user presence | 54 | 4 | unstable page controls |
| 39 | Churchs food_local.order_pickup_delivery churchs.com | Needs user presence | 54 | 4 | unstable page controls |
| 40 | Cinnabon food_local.order_pickup_delivery cinnabon.com | Needs user presence | 54 | 4 | unstable page controls |
| 41 | Firehousesubs food_local.order_pickup_delivery firehousesubs.com | Needs user presence | 54 | 4 | unstable page controls |
| 42 | Jimmyjohns food_local.order_pickup_delivery jimmyjohns.com | Needs user presence | 54 | 4 | unstable page controls |
| 43 | Sonicdrivein food_local.order_pickup_delivery sonicdrivein.com | Needs user presence | 54 | 4 | unstable page controls |
| 44 | Wingstop food_local.order_pickup_delivery wingstop.com | Needs user presence | 54 | 4 | unstable page controls |
| 45 | Data Cms healthcare_admin.find_in_network_doctor data.cms.gov | Needs user presence | 55 | 4 | login walls |
| 46 | Dmv Ny gov_civic.book_dmv_appointment dmv.ny.gov | Blocked | 60 | 3 | CAPTCHA checks |
| 47 | Benefits gov_civic.check_benefits_eligibility benefits.gov | Completes with friction | 62 | 4 | login walls |
| 48 | Bcbs healthcare_admin.find_in_network_doctor bcbs.com | Completes with friction | 64 | 3 | login walls |
| 49 | Cigna healthcare_admin.find_in_network_doctor cigna.com | Completes with friction | 64 | 3 | login walls |
| 50 | Aliexpress commerce.check_return_policy aliexpress.com | Completes with friction | 66 | 3 | unclear policy text |
| 51 | Metlife insurance.life_claim_documents metlife.com | Completes with friction | 66 | 3 | login walls |
| 52 | Prudential insurance.life_claim_documents prudential.com | Completes with friction | 66 | 3 | login walls |
| 53 | Github customer_support.repo_or_billing_help github.com | Completes with friction | 77 | 3 | login walls |
| 54 | Travel State gov_civic.schedule_passport_appointment travel.state.gov | Blocked | 63 | 3 | CAPTCHA checks |
| 55 | Suncountry travel.manage_flight_reservation suncountry.com | Blocked | 75 | 4 | login walls |
| 56 | Hulu customer_support.streaming_account_help hulu.com | Completes with friction | 76 | 3 | login walls |
| 57 | Facebook customer_support.account_recovery facebook.com | Completes with friction | 77 | 3 | login walls |
| 58 | Instagram customer_support.account_recovery instagram.com | Completes with friction | 77 | 3 | login walls |
| 59 | Tiktok customer_support.account_or_creator_help tiktok.com | Completes with friction | 77 | 3 | login walls |
| 60 | Verizon customer_support.service_or_billing_help verizon.com | Completes with friction | 77 | 3 | login walls |
| 61 | Xfinity customer_support.service_or_billing_help xfinity.com | Completes with friction | 77 | 3 | login walls |
| 62 | Turo customer_support.trip_or_claim_help turo.com | Completes with friction | 78 | 3 | login walls |
| 63 | Grubhub customer_support.order_issue grubhub.com | Completes with friction | 79 | 3 | login walls |
| 64 | Marriott customer_support.reservation_or_loyalty_help marriott.com | Completes with friction | 79 | 3 | login walls |
| 65 | Southwest customer_support.flight_help southwest.com | Completes with friction | 79 | 3 | login walls |
| 66 | Netflix subscriptions.cancel_subscription_guidance netflix.com | Blocked | 0 | 1 | public url verified |
| 67 | Spotify account_support.find_password_reset_guidance spotify.com | Blocked | 0 | 1 | public url verified |
| 68 | Support Grammarly subscriptions.find_cancel_subscription_help support.grammarly.com | Blocked | 0 | 1 | public url verified |
| 69 | Copaair travel.manage_flight_reservation copaair.com | Blocked | 59 | 3 | login walls |
| 70 | Aeromexico travel.manage_flight_reservation aeromexico.com | Blocked | 60 | 3 | login walls |
| 71 | Lincolnfinancial insurance.life_claim_documents lincolnfinancial.com | Completes with friction | 61 | 3 | login walls |
| 72 | Delta travel.manage_flight_reservation delta.com | Blocked | 65 | 4 | login walls |
| 73 | Hawaiianairlines travel.manage_flight_reservation hawaiianairlines.com | Blocked | 65 | 4 | login walls |
| 74 | Jetblue travel.manage_flight_reservation jetblue.com | Blocked | 65 | 4 | login walls |
| 75 | Southwest travel.manage_flight_reservation southwest.com | Blocked | 65 | 4 | login walls |
| 76 | Spirit travel.manage_flight_reservation spirit.com | Blocked | 65 | 4 | login walls |
| 77 | Audible subscriptions.cancel audible.com | Completes with friction | 77 | 3 | login walls |
| 78 | Caesars travel.manage_hotel_reservation caesars.com | Completes with friction | 77 | 3 | login walls |
| 79 | Duolingo subscriptions.cancel duolingo.com | Completes with friction | 79 | 3 | login walls |
| 80 | Roku subscriptions.cancel roku.com | Completes with friction | 81 | 3 | login walls |
| 81 | Help Snapchat customer_support.find_public_help_center_guidance help.snapchat.com | Blocked | 0 | 1 | public url verified |
| 82 | Netflix subscriptions.find_plan_management_guidance netflix.com | Blocked | 0 | 1 | public url verified |
| 83 | Snapchat customer_support.find_help_center_guidance snapchat.com | Blocked | 0 | 1 | public url verified |
| 84 | Spotify account_support.find_account_help_guidance spotify.com | Blocked | 0 | 1 | public url verified |
| 85 | Support Snapchat customer_support.find_public_support_guidance support.snapchat.com | Blocked | 0 | 1 | public url verified |
| 86 | Trello account_support.find_account_help_guidance trello.com | Blocked | 0 | 1 | public url verified |
| 87 | Trello account_support.find_password_reset_guidance trello.com | Blocked | 0 | 1 | public url verified |
| 88 | Trello customer_support.find_help_center_guidance trello.com | Blocked | 0 | 1 | public url verified |
| 89 | Trello finance_bills.find_payment_method_guidance trello.com | Blocked | 0 | 1 | public url verified |
| 90 | Trello subscriptions.cancel_subscription_guidance trello.com | Blocked | 0 | 1 | public url verified |
| 91 | Trello subscriptions.find_refund_policy_guidance trello.com | Blocked | 0 | 1 | public url verified |
| 92 | Thumbtack real_estate_moving.request_home_service_quote thumbtack.com | Needs user presence | 50 | 3 | forced account creation |
| 93 | Booking travel.cancel_hotel booking.com | Needs user presence | 52 | 2 | missing confirmation emails |
| 94 | Mayzlin real_estate_moving.compare_moving_quote mayzlin.com | Needs user presence | 55 | 4 | forced account creation |
| 95 | Accor travel.manage_hotel_reservation accor.com | Completes with friction | 65 | 3 | login walls |
| 96 | Marriott travel.manage_hotel_reservation marriott.com | Completes with friction | 69 | 3 | login walls |
| 97 | Spotify subscriptions.find_plan_management_guidance spotify.com | Blocked | 0 | 1 | public url verified |
| 98 | Trello finance_bills.find_billing_help_guidance trello.com | Blocked | 0 | 1 | public url verified |
| 99 | Trello subscriptions.find_plan_management_guidance trello.com | Blocked | 0 | 1 | public url verified |
| 100 | Bizapedia legal_admin.lookup_company bizapedia.com | Blocked | 52 | 3 | bot detection blocks |