{"site":"subway.com","overall_health":"constrained","tasks":[{"site":"subway.com","task":"food_local.order_pickup_delivery","health":"constrained","aes":55,"outcome_rate":0.553,"known_blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present","hidden_modal","navigation_failed"],"recipe_uri":"recipe://subway.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":"Subway 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":0.14,"level":"low","sample_size":4,"rationale":"Confidence reflects 0.92 effective weight, Wilson bounds 0.061808-0.958775, and Beta posterior mean 0.516776."},"freshness":{"updated_at":"2026-06-17T04:25:21.859Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":4,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-29-subwaycom-food-localorder-pickup-delivery","loop-1781008803277-subway-com-food-local-order-pickup-delivery","loop-1781006582327-subway-com-food-local-order-pickup-delivery"],"latest_evidence_id":"top100-food_local-29-subwaycom-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.subway.com/en-us/menu"]},"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":43,"sample_size":4,"rationale":"Derived from AES 55 and observed friction for reachability."},{"key":"navigability","score":55,"sample_size":4,"rationale":"Derived from AES 55 and observed friction for navigability."},{"key":"task_completability","score":55,"sample_size":4,"rationale":"Derived from AES 55 and observed friction for task_completability."},{"key":"transactability","score":31,"sample_size":4,"rationale":"Derived from AES 55 and observed friction for transactability."},{"key":"recoverability","score":55,"sample_size":4,"rationale":"Derived from AES 55 and observed friction for recoverability."},{"key":"policy_parseability","score":55,"sample_size":4,"rationale":"Derived from AES 55 and observed friction for policy_parseability."},{"key":"trust_safety","score":31,"sample_size":4,"rationale":"Derived from AES 55 and observed friction for trust_safety."},{"key":"efficiency","score":55,"sample_size":4,"rationale":"Derived from AES 55 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":50,"outcome_rate":0.5,"sample_size":2,"confidence":{"score":0.09,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.22 effective weight, Wilson bounds 0.013906-0.986111, and Beta posterior mean 0.500015."},"freshness":{"updated_at":"2026-06-09T12:40:03.356Z","age_days":7.7,"status":"aging","rationale":"Latest evidence is 7.7 days old."},"known_blockers":["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":"subway.com","task":"food_local.find_nutrition_information","health":"degraded","aes":100,"outcome_rate":1,"known_blockers":["hidden_modal"],"recipe_uri":null,"policy_notes":{},"confidence":{"score":0.23,"level":"low","sample_size":1,"rationale":"Confidence reflects 0.11 effective weight, Wilson bounds 0.028306-1, and Beta posterior mean 0.526495."},"freshness":{"updated_at":"2026-06-09T17:05:18.738Z","age_days":7.5,"status":"aging","rationale":"Latest evidence is 7.5 days old."},"evidence":{"sample_size":1,"source_tiers":["public_web_observation"],"evidence_ids":["loop-1781024718577-subway-com-food-local-find-nutrition-information"],"latest_evidence_id":"loop-1781024718577-subway-com-food-local-find-nutrition-information","notes":["Status is derived from reported runs stored in this server process."]},"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":100,"sample_size":1,"rationale":"Derived from AES 100 and observed friction for reachability."},{"key":"navigability","score":100,"sample_size":1,"rationale":"Derived from AES 100 and observed friction for navigability."},{"key":"task_completability","score":100,"sample_size":1,"rationale":"Derived from AES 100 and observed friction for task_completability."},{"key":"transactability","score":100,"sample_size":1,"rationale":"Derived from AES 100 and observed friction for transactability."},{"key":"recoverability","score":100,"sample_size":1,"rationale":"Derived from AES 100 and observed friction for recoverability."},{"key":"policy_parseability","score":100,"sample_size":1,"rationale":"Derived from AES 100 and observed friction for policy_parseability."},{"key":"trust_safety","score":100,"sample_size":1,"rationale":"Derived from AES 100 and observed friction for trust_safety."},{"key":"efficiency","score":100,"sample_size":1,"rationale":"Derived from AES 100 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":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 0.028306-1, and Beta posterior mean 0.526495."},"freshness":{"updated_at":"2026-06-09T17:05:18.738Z","age_days":7.5,"status":"aging","rationale":"Latest evidence is 7.5 days old."},"known_blockers":["hidden_modal"]}],"recommended_actions":[{"priority":"medium","actor":"agent","action":"Use preflight output as the execution guardrail and report the final outcome.","expected_impact":"Improves future confidence and catches drift."}]}],"incidents":[],"confidence":{"score":0.18,"level":"low","sample_size":5,"rationale":"Aggregated across available task-level confidence summaries."},"freshness":{"updated_at":"2026-06-17T04:25:21.859Z","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-29-subwaycom-food-localorder-pickup-delivery","loop-1781008803277-subway-com-food-local-order-pickup-delivery","loop-1781006582327-subway-com-food-local-order-pickup-delivery","loop-1781024718577-subway-com-food-local-find-nutrition-information"],"latest_evidence_id":"loop-1781024718577-subway-com-food-local-find-nutrition-information","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.subway.com/en-us/menu","Status is derived from reported runs stored in this server process."]},"trust":{"score":0.38,"level":"low","reporter_count":2,"deduplicated_evidence_count":3,"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":"medium","actor":"agent","action":"Use preflight output as the execution guardrail and report the final outcome.","expected_impact":"Improves future confidence and catches drift."}]}