{"site":"upack.com","overall_health":"degraded","tasks":[{"site":"upack.com","task":"real_estate_moving.compare_moving_quote","health":"degraded","aes":68,"outcome_rate":0.678,"known_blockers":["forced_account_creation","human_handoff_required","hidden_fee","hidden_modal"],"recipe_uri":"recipe://upack.com/real_estate_moving.compare_moving_quote/public-preflight-v1","policy_notes":{"public_path":"Official moving-service pages or quote surfaces show service coverage, inventory questions, estimate steps, and the lead-form boundary.","task_family":"compare","seo_angle":"U-Pack Moving Quotes: AI Agent Public Preflight","confidence_note":"Official service pages support public comparison; binding quotes and bookings require human-controlled details.","launch_set":"first_300_public_preflight"},"confidence":{"score":0.32,"level":"low","sample_size":5,"rationale":"Confidence reflects 1.27 effective weight, Wilson bounds 0.118023-0.970809, and Beta posterior mean 0.569404."},"freshness":{"updated_at":"2026-06-17T03:21:06.178Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":5,"source_tiers":["public_web_observation"],"evidence_ids":["top100-real_estate_moving-50-upackcom-real-estate-movingcompare-moving-quote","loop-1781013520710-upack-com-real-estate-moving-compare-moving-quote","loop-1781013305082-upack-com-real-estate-moving-compare-moving-quote"],"latest_evidence_id":"top100-real_estate_moving-50-upackcom-real-estate-movingcompare-moving-quote","notes":["Official service pages support public comparison; binding quotes and bookings require human-controlled details.","Source: https://www.consumeraffairs.com/movers/","Source: https://www.upack.com/moving-resources"]},"trust":{"score":0.38,"level":"low","reporter_count":1,"deduplicated_evidence_count":2,"quarantined_count":0,"rationale":"Trust is based on 2 deduplicated trusted runs from 1 reporter."},"dimensions":[{"key":"reachability","score":68,"sample_size":5,"rationale":"Derived from AES 68 and observed friction for reachability."},{"key":"navigability","score":56,"sample_size":5,"rationale":"Derived from AES 68 and observed friction for navigability."},{"key":"task_completability","score":56,"sample_size":5,"rationale":"Derived from AES 68 and observed friction for task_completability."},{"key":"transactability","score":56,"sample_size":5,"rationale":"Derived from AES 68 and observed friction for transactability."},{"key":"recoverability","score":56,"sample_size":5,"rationale":"Derived from AES 68 and observed friction for recoverability."},{"key":"policy_parseability","score":68,"sample_size":5,"rationale":"Derived from AES 68 and observed friction for policy_parseability."},{"key":"trust_safety","score":56,"sample_size":5,"rationale":"Derived from AES 68 and observed friction for trust_safety."},{"key":"efficiency","score":44,"sample_size":5,"rationale":"Derived from AES 68 and observed friction for efficiency."}],"segments":[{"segment":{"stack":"codex-browser-loop","model":"gpt-5","browser_runtime":"codex-in-app-browser-direct","identity_class":"agent_user"},"aes":100,"outcome_rate":1,"sample_size":1,"confidence":{"score":0.23,"level":"low","sample_size":1,"rationale":"Confidence reflects 0.11 effective weight, Wilson bounds 0.028252-1, and Beta posterior mean 0.526445."},"freshness":{"updated_at":"2026-06-09T13:58:40.868Z","age_days":7.6,"status":"aging","rationale":"Latest evidence is 7.6 days old."},"known_blockers":["hidden_modal"]},{"segment":{"stack":"codex-browser-loop","model":"gpt-5","browser_runtime":"codex-in-app-browser","identity_class":"agent_user"},"aes":100,"outcome_rate":1,"sample_size":1,"confidence":{"score":0.23,"level":"low","sample_size":1,"rationale":"Confidence reflects 0.11 effective weight, Wilson bounds 0.028251-1, and Beta posterior mean 0.526444."},"freshness":{"updated_at":"2026-06-09T13:55:05.355Z","age_days":7.6,"status":"aging","rationale":"Latest evidence is 7.6 days old."},"known_blockers":["hidden_modal"]}],"recommended_actions":[{"priority":"high","actor":"agent","action":"Do not submit lead forms, book crews, accept estimates, or provide exact 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."}]}],"incidents":[],"confidence":{"score":0.32,"level":"low","sample_size":5,"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":5,"source_tiers":["public_web_observation"],"evidence_ids":["top100-real_estate_moving-50-upackcom-real-estate-movingcompare-moving-quote","loop-1781013520710-upack-com-real-estate-moving-compare-moving-quote","loop-1781013305082-upack-com-real-estate-moving-compare-moving-quote"],"latest_evidence_id":"loop-1781013305082-upack-com-real-estate-moving-compare-moving-quote","notes":["Official service pages support public comparison; binding quotes and bookings require human-controlled details.","Source: https://www.consumeraffairs.com/movers/","Source: https://www.upack.com/moving-resources"]},"trust":{"score":0.38,"level":"low","reporter_count":1,"deduplicated_evidence_count":2,"quarantined_count":0,"rationale":"Aggregated across task or site trust summaries."},"recommended_actions":[{"priority":"high","actor":"agent","action":"Do not submit lead forms, book crews, accept estimates, or provide exact 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."}]}