Operator guide
Why Unstable Pages Confuse AI Agents
Evidence-backed guide to dynamic DOM changes, obstructing modals, sparse public text, and unclear policy surfaces.
Publication gate
IndexableThis report has at least 25 qualifying evidence-backed rows and is eligible for search indexing.
- 1,391
- ranked rows
- 1,785 observations
- evidence
- 92%
- need a person nearby
- Jul 8, 2026
- last verified
Operator guide
Current through Jul 8, 2026, 1,391 CrawlDex rows match this report's evidence criteria.
Which public task routes show unstable controls, hidden overlays, sparse public text, or policy text that agents cannot parse reliably?
Rows qualify when CrawlDex evidence records dynamic-DOM, hidden-modal, sparse-public-text, or policy-unparseable blockers.
What site owners can make clearer
- Keep critical controls stable, labeled, and visible across renders.
- Give modals clear purpose, close controls, and account-state boundaries.
- Publish concise policy text with dates, scope, and exceptions in regular HTML.
What agent builders should plan for
- Verify state after controls move, labels change, or overlays appear.
- Treat unclear policy or sparse public text as insufficient evidence.
- Ask the user before relying on ambiguous page text for a consequential action.
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 | Dominos food_local.track_delivery dominos.com | Blocked | 45 | 4 | unstable page controls |
| 3 | Consumerfinance gov_civic.file_complaint consumerfinance.gov | Blocked | 52 | 3 | CAPTCHA checks |
| 4 | Thrivemarket food_local.manage_grocery_delivery thrivemarket.com | Blocked | 39 | 3 | unstable page controls |
| 5 | Uspto gov_civic.search_public_records uspto.gov | Blocked | 46 | 4 | CAPTCHA checks |
| 6 | Recreation gov_civic.apply_for_permit recreation.gov | Blocked | 50 | 3 | login walls |
| 7 | My Clevelandclinic healthcare_admin.book_appointment my.clevelandclinic.org | Blocked | 56 | 4 | login walls |
| 8 | Va healthcare_admin.book_appointment va.gov | Blocked | 56 | 4 | login walls |
| 9 | Sba gov_civic.register_business sba.gov | Needs user presence | 58 | 3 | login walls |
| 10 | Xfinity finance_bills.pay_utility_bill xfinity.com | Blocked | 61 | 3 | login walls |
| 11 | Reportfraud Ftc gov_civic.file_complaint reportfraud.ftc.gov | Blocked | 39 | 3 | CAPTCHA checks |
| 12 | Sam gov_civic.register_business sam.gov | Needs user presence | 58 | 4 | login walls |
| 13 | Snapchat customer_support.account_access_help snapchat.com | Blocked | 51 | 3 | login walls |
| 14 | Mychart healthcare_admin.request_records mychart.org | Completes with friction | 60 | 3 | login walls |
| 15 | Cms healthcare_admin.ask_about_estimate cms.gov | Blocked | 53 | 3 | login walls |
| 16 | Samsclub food_local.order_pickup_delivery samsclub.com | Completes with friction | 66 | 4 | unstable page controls |
| 17 | Portillos food_local.order_pickup_delivery portillos.com | Completes with friction | 62 | 4 | unstable page controls |
| 18 | Whitecastle food_local.order_pickup_delivery whitecastle.com | Completes with friction | 62 | 3 | unstable page controls |
| 19 | Panerabread food_local.order_pickup_delivery panerabread.com | Completes with friction | 63 | 4 | unstable page controls |
| 20 | Chipotle food_local.order_pickup_delivery chipotle.com | Completes with friction | 64 | 3 | unstable page controls |
| 21 | Dunkindonuts food_local.order_pickup_delivery dunkindonuts.com | Completes with friction | 64 | 4 | unstable page controls |
| 22 | Healthcare healthcare_admin.find_in_network_doctor healthcare.gov | Completes with friction | 64 | 3 | login walls |
| 23 | Kaiserpermanente healthcare_admin.find_in_network_doctor kaiserpermanente.org | Completes with friction | 64 | 3 | login walls |
| 24 | Tacobell food_local.order_pickup_delivery tacobell.com | Completes with friction | 64 | 4 | unstable page controls |
| 25 | Walgreens food_local.order_pickup_delivery walgreens.com | Completes with friction | 64 | 3 | unstable page controls |
| 26 | Hellofresh food_local.manage_meal_delivery hellofresh.com | Completes with friction | 65 | 4 | unstable page controls |
| 27 | Imperfectfoods food_local.manage_grocery_delivery imperfectfoods.com | Completes with friction | 65 | 4 | unstable page controls |
| 28 | Shipt food_local.order_pickup_delivery shipt.com | Completes with friction | 65 | 4 | unstable page controls |
| 29 | Wholefoodsmarket food_local.order_pickup_delivery wholefoodsmarket.com | Completes with friction | 65 | 3 | unstable page controls |
| 30 | Aetna healthcare_admin.find_in_network_doctor aetna.com | Completes with friction | 66 | 4 | login walls |
| 31 | Walmart food_local.order_pickup_delivery walmart.com | Completes with friction | 66 | 4 | unstable page controls |
| 32 | Disneyplus customer_support.streaming_account_help disneyplus.com | Blocked | 67 | 3 | login walls |
| 33 | Hioscar insurance.health_claim_or_appeal_lookup hioscar.com | Completes with friction | 69 | 3 | login walls |
| 34 | Vsp insurance.health_claim_or_appeal_lookup vsp.com | Completes with friction | 69 | 3 | login walls |
| 35 | 53 finance_bills.schedule_bill_payment 53.com | Completes with friction | 72 | 3 | login walls |
| 36 | Regions finance_bills.schedule_bill_payment regions.com | Completes with friction | 72 | 3 | login walls |
| 37 | Blazepizza food_local.order_pickup_delivery blazepizza.com | Needs user presence | 37 | 3 | unstable page controls |
| 38 | Cvs food_local.order_pickup_delivery cvs.com | Needs user presence | 39 | 3 | unstable page controls |
| 39 | Gopuff food_local.order_pickup_delivery gopuff.com | Needs user presence | 40 | 3 | unstable page controls |
| 40 | Aaa insurance.file_or_track_claim aaa.com | Needs user presence | 57 | 3 | login walls |
| 41 | Spectrum real_estate_moving.transfer_utility_service spectrum.net | Completes with friction | 60 | 3 | login walls |
| 42 | Xcelenergy real_estate_moving.transfer_utility_service xcelenergy.com | Completes with friction | 60 | 3 | login walls |
| 43 | Carlsjr food_local.order_pickup_delivery carlsjr.com | Completes with friction | 62 | 3 | unstable page controls |
| 44 | Culvers food_local.order_pickup_delivery culvers.com | Completes with friction | 62 | 4 | unstable page controls |
| 45 | Fiveguys food_local.order_pickup_delivery fiveguys.com | Completes with friction | 63 | 4 | unstable page controls |
| 46 | Hardees food_local.order_pickup_delivery hardees.com | Completes with friction | 63 | 3 | unstable page controls |
| 47 | Krispykreme food_local.order_pickup_delivery krispykreme.com | Completes with friction | 63 | 4 | unstable page controls |
| 48 | Blueapron food_local.manage_meal_delivery blueapron.com | Completes with friction | 64 | 3 | unstable page controls |
| 49 | Factor75 food_local.manage_meal_delivery factor75.com | Completes with friction | 64 | 3 | unstable page controls |
| 50 | Papajohns food_local.order_pickup_delivery papajohns.com | Completes with friction | 64 | 4 | unstable page controls |
| 51 | Riteaid food_local.order_pickup_delivery riteaid.com | Completes with friction | 64 | 3 | unstable page controls |
| 52 | Starbucks food_local.order_pickup_delivery starbucks.com | Completes with friction | 64 | 3 | unstable page controls |
| 53 | Mcdonalds food_local.order_pickup_delivery mcdonalds.com | Completes with friction | 65 | 4 | unstable page controls |
| 54 | Misfitsmarket food_local.manage_grocery_delivery misfitsmarket.com | Completes with friction | 65 | 4 | unstable page controls |
| 55 | Publix food_local.order_pickup_delivery publix.com | Completes with friction | 65 | 3 | unstable page controls |
| 56 | Labcorp healthcare_admin.check_lab_results labcorp.com | Completes with friction | 66 | 3 | login walls |
| 57 | Medicare healthcare_admin.find_in_network_doctor medicare.gov | Completes with friction | 66 | 4 | login walls |
| 58 | Newyorklife insurance.life_claim_documents newyorklife.com | Completes with friction | 66 | 3 | login walls |
| 59 | Grubhub food_local.order_pickup_delivery grubhub.com | Needs user presence | 45 | 3 | login walls |
| 60 | Buffalowildwings food_local.order_pickup_delivery buffalowildwings.com | Needs user presence | 50 | 3 | unstable page controls |
| 61 | Noodles food_local.order_pickup_delivery noodles.com | Needs user presence | 52 | 4 | unstable page controls |
| 62 | Subway food_local.order_pickup_delivery subway.com | Needs user presence | 52 | 3 | unstable page controls |
| 63 | Deltaco food_local.order_pickup_delivery deltaco.com | Needs user presence | 53 | 4 | unstable page controls |
| 64 | Jamba food_local.order_pickup_delivery jamba.com | Needs user presence | 53 | 4 | unstable page controls |
| 65 | Whataburger food_local.order_pickup_delivery whataburger.com | Needs user presence | 53 | 4 | unstable page controls |
| 66 | Arbys food_local.order_pickup_delivery arbys.com | Needs user presence | 54 | 4 | unstable page controls |
| 67 | Churchs food_local.order_pickup_delivery churchs.com | Needs user presence | 54 | 4 | unstable page controls |
| 68 | Cinnabon food_local.order_pickup_delivery cinnabon.com | Needs user presence | 54 | 4 | unstable page controls |
| 69 | Firehousesubs food_local.order_pickup_delivery firehousesubs.com | Needs user presence | 54 | 4 | unstable page controls |
| 70 | Jimmyjohns food_local.order_pickup_delivery jimmyjohns.com | Needs user presence | 54 | 4 | unstable page controls |
| 71 | Sonicdrivein food_local.order_pickup_delivery sonicdrivein.com | Needs user presence | 54 | 4 | unstable page controls |
| 72 | Wingstop food_local.order_pickup_delivery wingstop.com | Needs user presence | 54 | 4 | unstable page controls |
| 73 | Data Cms healthcare_admin.find_in_network_doctor data.cms.gov | Needs user presence | 55 | 4 | login walls |
| 74 | Dmv Ny gov_civic.book_dmv_appointment dmv.ny.gov | Blocked | 60 | 3 | CAPTCHA checks |
| 75 | Benefits gov_civic.check_benefits_eligibility benefits.gov | Completes with friction | 62 | 4 | login walls |
| 76 | Bojangles food_local.order_pickup_delivery bojangles.com | Completes with friction | 62 | 4 | unstable page controls |
| 77 | Tropicalsmoothiecafe food_local.order_pickup_delivery tropicalsmoothiecafe.com | Completes with friction | 63 | 4 | unstable page controls |
| 78 | Bcbs healthcare_admin.find_in_network_doctor bcbs.com | Completes with friction | 64 | 3 | login walls |
| 79 | Chick Fil A food_local.order_pickup_delivery chick-fil-a.com | Completes with friction | 64 | 4 | unstable page controls |
| 80 | Cigna healthcare_admin.find_in_network_doctor cigna.com | Completes with friction | 64 | 3 | login walls |
| 81 | Costco food_local.order_pickup_delivery costco.com | Completes with friction | 65 | 3 | unstable page controls |
| 82 | Aliexpress commerce.check_return_policy aliexpress.com | Completes with friction | 66 | 3 | unclear policy text |
| 83 | Comed real_estate_moving.transfer_utility_service comed.com | Completes with friction | 66 | 3 | login walls |
| 84 | Metlife insurance.life_claim_documents metlife.com | Completes with friction | 66 | 3 | login walls |
| 85 | Prudential insurance.life_claim_documents prudential.com | Completes with friction | 66 | 3 | login walls |
| 86 | Target food_local.order_pickup_delivery target.com | Completes with friction | 66 | 4 | unstable page controls |
| 87 | Erieinsurance insurance.file_or_track_claim erieinsurance.com | Completes with friction | 67 | 3 | login walls |
| 88 | Github customer_support.repo_or_billing_help github.com | Completes with friction | 77 | 3 | login walls |
| 89 | Baskinrobbins food_local.order_pickup_delivery baskinrobbins.com | Needs user presence | 57 | 3 | unstable page controls |
| 90 | Burgerking food_local.order_pickup_delivery burgerking.com | Needs user presence | 58 | 4 | unstable page controls |
| 91 | Auntieannes food_local.order_pickup_delivery auntieannes.com | Needs user presence | 59 | 4 | unstable page controls |
| 92 | Littlecaesars food_local.order_pickup_delivery littlecaesars.com | Completes with friction | 62 | 4 | unstable page controls |
| 93 | Popeyes food_local.order_pickup_delivery popeyes.com | Completes with friction | 62 | 4 | unstable page controls |
| 94 | Travel State gov_civic.schedule_passport_appointment travel.state.gov | Blocked | 63 | 3 | CAPTCHA checks |
| 95 | Sweetgreen food_local.order_pickup_delivery sweetgreen.com | Completes with friction | 67 | 4 | unstable page controls |
| 96 | Suncountry travel.manage_flight_reservation suncountry.com | Blocked | 75 | 4 | login walls |
| 97 | Hulu customer_support.streaming_account_help hulu.com | Completes with friction | 76 | 3 | login walls |
| 98 | Facebook customer_support.account_recovery facebook.com | Completes with friction | 77 | 3 | login walls |
| 99 | Instagram customer_support.account_recovery instagram.com | Completes with friction | 77 | 3 | login walls |
| 100 | Tiktok customer_support.account_or_creator_help tiktok.com | Completes with friction | 77 | 3 | login walls |