{"site":"varsitytutors.com","overall_health":"degraded","tasks":[{"site":"varsitytutors.com","task":"education.book_tutor","health":"degraded","aes":79,"outcome_rate":0.791,"known_blockers":["login_required"],"recipe_uri":"recipe://varsitytutors.com/education.book_tutor/public-preflight-v1","policy_notes":{"public_path":"Browse subjects and free resources (public) -> request tutoring/membership -> match and schedule; booking requires an account.","task_family":"book","seo_angle":"Varsity Tutors: How Matching and Booking Work","confidence_note":"Resources and how-it-works are public; booking is account-gated.","launch_set":"first_300_public_preflight"},"confidence":{"score":0.29,"level":"low","sample_size":3,"rationale":"Confidence reflects 0.81 effective weight, Wilson bounds 0.110173-0.991469, and Beta posterior mean 0.584108."},"freshness":{"updated_at":"2026-06-17T03:21:06.178Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-education-42-varsitytutorscom-educationbook-tutor","loop-1781010598672-varsitytutors-com-education-book-tutor"],"latest_evidence_id":"top100-education-42-varsitytutorscom-educationbook-tutor","notes":["Resources and how-it-works are public; booking is account-gated.","Source: https://www.varsitytutors.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":67,"sample_size":3,"rationale":"Derived from AES 79 and observed friction for reachability."},{"key":"navigability","score":79,"sample_size":3,"rationale":"Derived from AES 79 and observed friction for navigability."},{"key":"task_completability","score":79,"sample_size":3,"rationale":"Derived from AES 79 and observed friction for task_completability."},{"key":"transactability","score":79,"sample_size":3,"rationale":"Derived from AES 79 and observed friction for transactability."},{"key":"recoverability","score":79,"sample_size":3,"rationale":"Derived from AES 79 and observed friction for recoverability."},{"key":"policy_parseability","score":79,"sample_size":3,"rationale":"Derived from AES 79 and observed friction for policy_parseability."},{"key":"trust_safety","score":79,"sample_size":3,"rationale":"Derived from AES 79 and observed friction for trust_safety."},{"key":"efficiency","score":79,"sample_size":3,"rationale":"Derived from AES 79 and observed friction for efficiency."}],"segments":[{"segment":{"stack":"codex-browser-loop","model":"gpt-5","browser_runtime":"fallback-playwright-after-iab-failure","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 0.018088-0.99885, and Beta posterior mean 0.515855."},"freshness":{"updated_at":"2026-06-09T13:09:58.774Z","age_days":7.6,"status":"aging","rationale":"Latest evidence is 7.6 days old."},"known_blockers":["login_required"]}],"recommended_actions":[{"priority":"medium","actor":"agent","action":"Keep the user present for any login, identity verification, or payment step.","expected_impact":"Keeps the agent inside documented, reversible, user-approved boundaries."}]}],"incidents":[],"confidence":{"score":0.29,"level":"low","sample_size":3,"rationale":"Aggregated across available task-level confidence summaries."},"freshness":{"updated_at":"2026-06-17T03:21:06.178Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-education-42-varsitytutorscom-educationbook-tutor","loop-1781010598672-varsitytutors-com-education-book-tutor"],"latest_evidence_id":"loop-1781010598672-varsitytutors-com-education-book-tutor","notes":["Resources and how-it-works are public; booking is account-gated.","Source: https://www.varsitytutors.com/"]},"trust":{"score":0.38,"level":"low","reporter_count":1,"deduplicated_evidence_count":1,"quarantined_count":0,"rationale":"Aggregated across task or site trust summaries."},"recommended_actions":[{"priority":"medium","actor":"agent","action":"Keep the user present for any login, identity verification, or payment step.","expected_impact":"Keeps the agent inside documented, reversible, user-approved boundaries."}]}