{"site":"thumbtack.com","task":"real_estate_moving.request_home_service_quote","available":true,"recipe":{"uri":"recipe://thumbtack.com/real_estate_moving.request_home_service_quote/public-preflight-v1","version":1,"status":"active","agent_class":"browser_agent_user_present","summary":"Public home-service marketplace pages expose categories, quote or booking boundaries, ratings, and pro-contact paths before any request is submitted.","steps":[{"order":1,"instruction":"Open the documented public path for Thumbtack: Public home-service marketplace pages expose categories, quote or booking boundaries, ratings, and pro-contact paths before any request is submitted.","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 quote requests, book appointments, message pros, or provide addresses without explicit user approval.","Warn on unclear pricing, cancellation fees, and contractor licensing gaps."],"success_signals":["Service category and quote path identified","Contact or booking boundary visible","Review/rating signals available for comparison"],"expires_at":"2026-07-30T17:02:26.832Z"},"known_blockers":["forced_account_creation","human_handoff_required","hidden_fee"],"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":"2026-07-29T17:02:26.832Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-real_estate_moving-100-thumbtackcom-real-estate-movingrequest-home-service-quote"],"latest_evidence_id":"top100-real_estate_moving-100-thumbtackcom-real-estate-movingrequest-home-service-quote","notes":["Public marketplace surfaces support comparison, but outreach and scheduling are mutating lead actions.","Source: https://www.thumbtack.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."},"recommended_actions":[{"priority":"high","actor":"agent","action":"Do not submit quote requests, book appointments, message pros, or provide 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."}]}