{"site":"starbucks.com","overall_health":"degraded","tasks":[{"site":"starbucks.com","task":"food_local.order_pickup_delivery","health":"degraded","aes":60,"outcome_rate":0.602,"known_blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present","hidden_modal"],"recipe_uri":"recipe://starbucks.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":"Starbucks 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":0.28,"level":"low","sample_size":3,"rationale":"Confidence reflects 0.81 effective weight, Wilson bounds 0.065014-0.970393, and Beta posterior mean 0.529301."},"freshness":{"updated_at":"2026-06-17T04:27:30.913Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-28-starbuckscom-food-localorder-pickup-delivery","loop-1781006434337-starbucks-com-food-local-order-pickup-delivery"],"latest_evidence_id":"top100-food_local-28-starbuckscom-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.starbucks.com/rewards/mobile-apps/"]},"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":48,"sample_size":3,"rationale":"Derived from AES 60 and observed friction for reachability."},{"key":"navigability","score":60,"sample_size":3,"rationale":"Derived from AES 60 and observed friction for navigability."},{"key":"task_completability","score":60,"sample_size":3,"rationale":"Derived from AES 60 and observed friction for task_completability."},{"key":"transactability","score":36,"sample_size":3,"rationale":"Derived from AES 60 and observed friction for transactability."},{"key":"recoverability","score":60,"sample_size":3,"rationale":"Derived from AES 60 and observed friction for recoverability."},{"key":"policy_parseability","score":60,"sample_size":3,"rationale":"Derived from AES 60 and observed friction for policy_parseability."},{"key":"trust_safety","score":36,"sample_size":3,"rationale":"Derived from AES 60 and observed friction for trust_safety."},{"key":"efficiency","score":60,"sample_size":3,"rationale":"Derived from AES 60 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":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 0.018031-0.998854, and Beta posterior mean 0.515807."},"freshness":{"updated_at":"2026-06-09T12:00:34.445Z","age_days":7.7,"status":"aging","rationale":"Latest evidence is 7.7 days old."},"known_blockers":["login_required","hidden_modal"]}],"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":"starbucks.com","task":"food_local.find_menu_nutrition_details","health":"degraded","aes":80,"outcome_rate":0.8,"known_blockers":["login_required","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 0.018121-0.998848, and Beta posterior mean 0.515884."},"freshness":{"updated_at":"2026-06-09T17:20:11.120Z","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-1781025610975-starbucks-com-food-local-find-menu-nutrition-details"],"latest_evidence_id":"loop-1781025610975-starbucks-com-food-local-find-menu-nutrition-details","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":68,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for reachability."},{"key":"navigability","score":80,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for navigability."},{"key":"task_completability","score":80,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for task_completability."},{"key":"transactability","score":80,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for transactability."},{"key":"recoverability","score":80,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for recoverability."},{"key":"policy_parseability","score":80,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for policy_parseability."},{"key":"trust_safety","score":80,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for trust_safety."},{"key":"efficiency","score":80,"sample_size":1,"rationale":"Derived from AES 80 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":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 0.018122-0.998848, and Beta posterior mean 0.515884."},"freshness":{"updated_at":"2026-06-09T17:20:11.120Z","age_days":7.5,"status":"aging","rationale":"Latest evidence is 7.5 days old."},"known_blockers":["login_required","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."}]},{"site":"starbucks.com","task":"food_local.inspect_store_locator","health":"degraded","aes":80,"outcome_rate":0.8,"known_blockers":["login_required"],"recipe_uri":null,"policy_notes":{},"confidence":{"score":0.23,"level":"low","sample_size":1,"rationale":"Confidence reflects 0.11 effective weight, Wilson bounds 0.018112-0.998848, and Beta posterior mean 0.515876."},"freshness":{"updated_at":"2026-06-09T16:47:44.953Z","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-1781023664773-starbucks-com-food-local-inspect-store-locator"],"latest_evidence_id":"loop-1781023664773-starbucks-com-food-local-inspect-store-locator","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":68,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for reachability."},{"key":"navigability","score":80,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for navigability."},{"key":"task_completability","score":80,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for task_completability."},{"key":"transactability","score":80,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for transactability."},{"key":"recoverability","score":80,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for recoverability."},{"key":"policy_parseability","score":80,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for policy_parseability."},{"key":"trust_safety","score":80,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for trust_safety."},{"key":"efficiency","score":80,"sample_size":1,"rationale":"Derived from AES 80 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":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 0.018112-0.998848, and Beta posterior mean 0.515876."},"freshness":{"updated_at":"2026-06-09T16:47:44.953Z","age_days":7.5,"status":"aging","rationale":"Latest evidence is 7.5 days old."},"known_blockers":["login_required"]}],"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."}]},{"site":"starbucks.com","task":"food_local.browse_menu_details","health":"degraded","aes":80,"outcome_rate":0.8,"known_blockers":["login_required","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 0.018111-0.998849, and Beta posterior mean 0.515875."},"freshness":{"updated_at":"2026-06-09T16:42:25.696Z","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-1781023345543-starbucks-com-food-local-browse-menu-details"],"latest_evidence_id":"loop-1781023345543-starbucks-com-food-local-browse-menu-details","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":68,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for reachability."},{"key":"navigability","score":80,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for navigability."},{"key":"task_completability","score":80,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for task_completability."},{"key":"transactability","score":80,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for transactability."},{"key":"recoverability","score":80,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for recoverability."},{"key":"policy_parseability","score":80,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for policy_parseability."},{"key":"trust_safety","score":80,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for trust_safety."},{"key":"efficiency","score":80,"sample_size":1,"rationale":"Derived from AES 80 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":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 0.018111-0.998849, and Beta posterior mean 0.515875."},"freshness":{"updated_at":"2026-06-09T16:42:25.696Z","age_days":7.5,"status":"aging","rationale":"Latest evidence is 7.5 days old."},"known_blockers":["login_required","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."}]},{"site":"starbucks.com","task":"jobs_careers.search_jobs","health":"degraded","aes":80,"outcome_rate":0.8,"known_blockers":["login_required","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 0.018083-0.99885, and Beta posterior mean 0.515851."},"freshness":{"updated_at":"2026-06-09T15:04:32.415Z","age_days":7.6,"status":"aging","rationale":"Latest evidence is 7.6 days old."},"evidence":{"sample_size":1,"source_tiers":["public_web_observation"],"evidence_ids":["loop-1781017472262-starbucks-com-jobs-careers-search-jobs"],"latest_evidence_id":"loop-1781017472262-starbucks-com-jobs-careers-search-jobs","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":68,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for reachability."},{"key":"navigability","score":80,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for navigability."},{"key":"task_completability","score":80,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for task_completability."},{"key":"transactability","score":80,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for transactability."},{"key":"recoverability","score":80,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for recoverability."},{"key":"policy_parseability","score":80,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for policy_parseability."},{"key":"trust_safety","score":80,"sample_size":1,"rationale":"Derived from AES 80 and observed friction for trust_safety."},{"key":"efficiency","score":80,"sample_size":1,"rationale":"Derived from AES 80 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":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 0.018083-0.99885, and Beta posterior mean 0.515851."},"freshness":{"updated_at":"2026-06-09T15:04:32.415Z","age_days":7.6,"status":"aging","rationale":"Latest evidence is 7.6 days old."},"known_blockers":["login_required","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":0.24,"level":"low","sample_size":7,"rationale":"Aggregated across available task-level confidence summaries."},"freshness":{"updated_at":"2026-06-17T04:27:30.913Z","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-28-starbuckscom-food-localorder-pickup-delivery","loop-1781006434337-starbucks-com-food-local-order-pickup-delivery","loop-1781025610975-starbucks-com-food-local-find-menu-nutrition-details","loop-1781023664773-starbucks-com-food-local-inspect-store-locator","loop-1781023345543-starbucks-com-food-local-browse-menu-details","loop-1781017472262-starbucks-com-jobs-careers-search-jobs"],"latest_evidence_id":"loop-1781017472262-starbucks-com-jobs-careers-search-jobs","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.starbucks.com/rewards/mobile-apps/","Status is derived from reported runs stored in this server process."]},"trust":{"score":0.38,"level":"low","reporter_count":5,"deduplicated_evidence_count":5,"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."}]}