{"site":"samsclub.com","overall_health":"blocked","tasks":[{"site":"samsclub.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":57,"outcome_rate":0.573,"known_blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present","hidden_modal","navigation_failed"],"recipe_uri":"recipe://samsclub.com/food_local.order_pickup_delivery/public-preflight-v1","policy_notes":{"public_path":"Official public order, menu, delivery, pickup, or help page -> identify location/address/menu/order context and availability cues; stop before cart mutation, account sign-in, payment, place order, support chat, cancellation, or refund submission.","task_family":"lookup","seo_angle":"Sam's Club ordering and delivery: AI agent preflight checklist","confidence_note":"Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","launch_set":"first_300_public_preflight"},"confidence":{"score":0.19,"level":"low","sample_size":5,"rationale":"Confidence reflects 1.27 effective weight, Wilson bounds 0.086055-0.95041, and Beta posterior mean 0.528491."},"freshness":{"updated_at":"2026-06-17T03:22:11.498Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":5,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-15-samsclubcom-food-localorder-pickup-delivery","loop-1781008558337-samsclub-com-food-local-order-pickup-delivery","loop-1781005454401-samsclub-com-food-local-order-pickup-delivery"],"latest_evidence_id":"top100-food_local-15-samsclubcom-food-localorder-pickup-delivery","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.samsclub.com/content/club-pickup","Source: https://www.samsclub.com/content/home-delivery"]},"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":45,"sample_size":5,"rationale":"Derived from AES 57 and observed friction for reachability."},{"key":"navigability","score":57,"sample_size":5,"rationale":"Derived from AES 57 and observed friction for navigability."},{"key":"task_completability","score":57,"sample_size":5,"rationale":"Derived from AES 57 and observed friction for task_completability."},{"key":"transactability","score":33,"sample_size":5,"rationale":"Derived from AES 57 and observed friction for transactability."},{"key":"recoverability","score":57,"sample_size":5,"rationale":"Derived from AES 57 and observed friction for recoverability."},{"key":"policy_parseability","score":57,"sample_size":5,"rationale":"Derived from AES 57 and observed friction for policy_parseability."},{"key":"trust_safety","score":33,"sample_size":5,"rationale":"Derived from AES 57 and observed friction for trust_safety."},{"key":"efficiency","score":57,"sample_size":5,"rationale":"Derived from AES 57 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":40,"outcome_rate":0.4,"sample_size":2,"confidence":{"score":0.12,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.22 effective weight, Wilson bounds 0.008959-0.980092, and Beta posterior mean 0.48999."},"freshness":{"updated_at":"2026-06-09T12:35:58.410Z","age_days":7.6,"status":"aging","rationale":"Latest evidence is 7.6 days old."},"known_blockers":["login_required","hidden_modal","navigation_failed"]}],"recommended_actions":[{"priority":"high","actor":"agent","action":"Do not place orders, alter active carts, submit support claims, open chats, cancel orders, or enter payment during public collection.","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":"samsclub.com","task":"commerce.check_return_policy","health":"blocked","aes":0,"outcome_rate":0,"known_blockers":["bot_blocked","navigation_failed"],"recipe_uri":null,"policy_notes":{},"confidence":{"score":0.24,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.22 effective weight, Wilson bounds 0-0.945178, and Beta posterior mean 0.449879."},"freshness":{"updated_at":"2026-06-09T11:53:46.273Z","age_days":7.7,"status":"aging","rationale":"Latest evidence is 7.7 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["loop-1781006026172-samsclub-com-commerce-check-return-policy","loop-1781005883529-samsclub-com-commerce-check-return-policy"],"latest_evidence_id":"loop-1781006026172-samsclub-com-commerce-check-return-policy","notes":["Status is derived from reported runs stored in this server process."]},"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":0,"sample_size":2,"rationale":"Derived from AES 0 and observed friction for reachability."},{"key":"navigability","score":0,"sample_size":2,"rationale":"Derived from AES 0 and observed friction for navigability."},{"key":"task_completability","score":0,"sample_size":2,"rationale":"Derived from AES 0 and observed friction for task_completability."},{"key":"transactability","score":0,"sample_size":2,"rationale":"Derived from AES 0 and observed friction for transactability."},{"key":"recoverability","score":0,"sample_size":2,"rationale":"Derived from AES 0 and observed friction for recoverability."},{"key":"policy_parseability","score":0,"sample_size":2,"rationale":"Derived from AES 0 and observed friction for policy_parseability."},{"key":"trust_safety","score":0,"sample_size":2,"rationale":"Derived from AES 0 and observed friction for trust_safety."},{"key":"efficiency","score":0,"sample_size":2,"rationale":"Derived from AES 0 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":0,"outcome_rate":0,"sample_size":2,"confidence":{"score":0.24,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.22 effective weight, Wilson bounds 0-0.945178, and Beta posterior mean 0.449879."},"freshness":{"updated_at":"2026-06-09T11:53:46.273Z","age_days":7.7,"status":"aging","rationale":"Latest evidence is 7.7 days old."},"known_blockers":["bot_blocked","navigation_failed"]}],"recommended_actions":[{"priority":"high","actor":"agent","action":"Avoid autonomous execution and request user-present browser mode.","expected_impact":"Prevents the agent from burning retries against access-control friction."}]}],"incidents":[{"id":"incident_samsclub_com_commerce_check_return_policy","task":"commerce.check_return_policy","severity":"high","opened_at":"2026-06-09T11:53:46.273Z","status":"open","summary":"Blocking friction observed for commerce.check_return_policy: bot_blocked, navigation_failed"}],"confidence":{"score":0.21,"level":"low","sample_size":7,"rationale":"Aggregated across available task-level confidence summaries."},"freshness":{"updated_at":"2026-06-17T03:22:11.498Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":7,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-15-samsclubcom-food-localorder-pickup-delivery","loop-1781008558337-samsclub-com-food-local-order-pickup-delivery","loop-1781005454401-samsclub-com-food-local-order-pickup-delivery","loop-1781006026172-samsclub-com-commerce-check-return-policy","loop-1781005883529-samsclub-com-commerce-check-return-policy"],"latest_evidence_id":"loop-1781005883529-samsclub-com-commerce-check-return-policy","notes":["Official public order/menu/delivery/help page was used as a read-only preflight source. No cart, checkout, live order, delivery, support, or refund action was performed.","Source: https://www.samsclub.com/content/club-pickup","Source: https://www.samsclub.com/content/home-delivery","Status is derived from reported runs stored in this server process."]},"trust":{"score":0.38,"level":"low","reporter_count":2,"deduplicated_evidence_count":4,"quarantined_count":0,"rationale":"Aggregated across task or site trust summaries."},"recommended_actions":[{"priority":"high","actor":"agent","action":"Do not place orders, alter active carts, submit support claims, open chats, cancel orders, or enter payment during public collection.","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":"high","actor":"agent","action":"Avoid autonomous execution and request user-present browser mode.","expected_impact":"Prevents the agent from burning retries against access-control friction."}]}