{"site":"vrbo.com","overall_health":"blocked","tasks":[{"site":"vrbo.com","task":"travel.cancel_third_party_booking","health":"blocked","aes":77,"outcome_rate":0.765,"known_blockers":["login_required","price_mismatch"],"recipe_uri":"recipe://vrbo.com/travel.cancel_third_party_booking/public-preflight-v1","policy_notes":{"public_path":"Official help or terms surface documents manage-booking, cancellation, refund, or provider-rule handling for third-party travel reservations.","task_family":"cancel","seo_angle":"Vrbo: Can AI Agents Safely Change or Cancel a Travel Booking?","confidence_note":"Official public help or legal pages expose the high-level path, but booking-specific refund amounts require an authenticated itinerary.","launch_set":"first_300_public_preflight"},"confidence":{"score":0.29,"level":"low","sample_size":3,"rationale":"Confidence reflects 0.81 effective weight, Wilson bounds 0.103294-0.989305, and Beta posterior mean 0.576627."},"freshness":{"updated_at":"2026-06-17T03:21:06.319Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-travel-15-vrbocom-travelcancel-third-party-booking","loop-1781005451097-vrbo-com-travel-cancel-third-party-booking"],"latest_evidence_id":"top100-travel-15-vrbocom-travelcancel-third-party-booking","notes":["Official public help or legal pages expose the high-level path, but booking-specific refund amounts require an authenticated itinerary.","Source: https://help.vrbo.com/articles/How-do-I-cancel-my-reservation"]},"trust":{"score":0.38,"level":"low","reporter_count":1,"deduplicated_evidence_count":1,"quarantined_count":0,"rationale":"Trust is based on 1 deduplicated trusted run from 1 reporter."},"dimensions":[{"key":"reachability","score":65,"sample_size":3,"rationale":"Derived from AES 77 and observed friction for reachability."},{"key":"navigability","score":77,"sample_size":3,"rationale":"Derived from AES 77 and observed friction for navigability."},{"key":"task_completability","score":77,"sample_size":3,"rationale":"Derived from AES 77 and observed friction for task_completability."},{"key":"transactability","score":65,"sample_size":3,"rationale":"Derived from AES 77 and observed friction for transactability."},{"key":"recoverability","score":77,"sample_size":3,"rationale":"Derived from AES 77 and observed friction for recoverability."},{"key":"policy_parseability","score":77,"sample_size":3,"rationale":"Derived from AES 77 and observed friction for policy_parseability."},{"key":"trust_safety","score":65,"sample_size":3,"rationale":"Derived from AES 77 and observed friction for trust_safety."},{"key":"efficiency","score":77,"sample_size":3,"rationale":"Derived from AES 77 and observed friction for efficiency."}],"segments":[{"segment":{"stack":"codex-browser-loop","model":"gpt-5","browser_runtime":"codex-in-app-browser","identity_class":"agent_user"},"aes":80,"outcome_rate":0.8,"sample_size":1,"confidence":{"score":0.23,"level":"low","sample_size":1,"rationale":"Confidence reflects 0.11 effective weight, Wilson bounds 0.018064-0.998852, and Beta posterior mean 0.515835."},"freshness":{"updated_at":"2026-06-09T11:44:11.198Z","age_days":7.7,"status":"aging","rationale":"Latest evidence is 7.7 days old."},"known_blockers":["login_required"]}],"recommended_actions":[{"priority":"high","actor":"agent","action":"Do not book, cancel, change, or pay 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."}]},{"site":"vrbo.com","task":"customer_support.reservation_help","health":"degraded","aes":78,"outcome_rate":0.783,"known_blockers":["login_required","human_handoff_required"],"recipe_uri":"recipe://vrbo.com/customer_support.reservation_help/public-preflight-v1","policy_notes":{"public_path":"Vrbo official public help/contact source -> select account, order, billing, refund, warranty, complaint, or service issue -> collect required identifiers and stop before submitting any support request, chat, claim, appeal, or account-recovery action.","task_family":"support","seo_angle":"Vrbo customer support preflight for AI agents: account gates, handoffs, and case signals","confidence_note":"Official public support/help source was used for a read-only preflight. 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Account-specific support, refunds, disputes, recovery, claims, and final submissions require user-present authorization.","Source: https://help.vrbo.com/"]},"trust":{"score":0.38,"level":"low","reporter_count":1,"deduplicated_evidence_count":1,"quarantined_count":0,"rationale":"Trust is based on 1 deduplicated trusted run from 1 reporter."},"dimensions":[{"key":"reachability","score":66,"sample_size":3,"rationale":"Derived from AES 78 and observed friction for reachability."},{"key":"navigability","score":78,"sample_size":3,"rationale":"Derived from AES 78 and observed friction for navigability."},{"key":"task_completability","score":66,"sample_size":3,"rationale":"Derived from AES 78 and observed friction for task_completability."},{"key":"transactability","score":78,"sample_size":3,"rationale":"Derived from AES 78 and observed friction for transactability."},{"key":"recoverability","score":66,"sample_size":3,"rationale":"Derived from AES 78 and observed friction for 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