{"site":"tacobell.com","overall_health":"degraded","tasks":[{"site":"tacobell.com","task":"food_local.order_pickup_delivery","health":"degraded","aes":63,"outcome_rate":0.629,"known_blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present","hidden_modal"],"recipe_uri":"recipe://tacobell.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":"Taco Bell 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":0.31,"level":"low","sample_size":4,"rationale":"Confidence reflects 1.16 effective weight, Wilson bounds 0.095324-0.964749, and Beta posterior mean 0.547532."},"freshness":{"updated_at":"2026-06-17T03:23:50.087Z","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-35-tacobellcom-food-localorder-pickup-delivery","loop-1781009073310-tacobell-com-food-local-order-pickup-delivery"],"latest_evidence_id":"top100-food_local-35-tacobellcom-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.tacobell.com/food","Source: https://www.tacobell.com/locations"]},"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":51,"sample_size":4,"rationale":"Derived from AES 63 and observed friction for reachability."},{"key":"navigability","score":63,"sample_size":4,"rationale":"Derived from AES 63 and observed friction for navigability."},{"key":"task_completability","score":63,"sample_size":4,"rationale":"Derived from AES 63 and observed friction for task_completability."},{"key":"transactability","score":39,"sample_size":4,"rationale":"Derived from AES 63 and observed friction for transactability."},{"key":"recoverability","score":63,"sample_size":4,"rationale":"Derived from AES 63 and observed friction for recoverability."},{"key":"policy_parseability","score":63,"sample_size":4,"rationale":"Derived from AES 63 and observed friction for policy_parseability."},{"key":"trust_safety","score":39,"sample_size":4,"rationale":"Derived from AES 63 and observed friction for trust_safety."},{"key":"efficiency","score":63,"sample_size":4,"rationale":"Derived from AES 63 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 0.028219-1, and Beta posterior mean 0.526415."},"freshness":{"updated_at":"2026-06-09T12:44:33.368Z","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 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":"tacobell.com","task":"food_local.find_allergen_or_nutrition_info","health":"healthy","aes":100,"outcome_rate":1,"known_blockers":[],"recipe_uri":null,"policy_notes":{},"confidence":{"score":0.23,"level":"low","sample_size":1,"rationale":"Confidence reflects 0.11 effective weight, Wilson bounds 0.028324-1, and Beta posterior mean 0.526511."},"freshness":{"updated_at":"2026-06-09T16:43:01.575Z","age_days":7.4,"status":"aging","rationale":"Latest evidence is 7.4 days old."},"evidence":{"sample_size":1,"source_tiers":["public_web_observation"],"evidence_ids":["loop-1781023381333-tacobell-com-food-local-find-allergen-or-nutrition-info"],"latest_evidence_id":"loop-1781023381333-tacobell-com-food-local-find-allergen-or-nutrition-info","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 0.028324-1, and Beta posterior mean 0.526511."},"freshness":{"updated_at":"2026-06-09T16:43:01.575Z","age_days":7.4,"status":"aging","rationale":"Latest evidence is 7.4 days old."},"known_blockers":[]}],"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":0.27,"level":"low","sample_size":5,"rationale":"Aggregated across available task-level confidence summaries."},"freshness":{"updated_at":"2026-06-17T03:23:50.087Z","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-35-tacobellcom-food-localorder-pickup-delivery","loop-1781009073310-tacobell-com-food-local-order-pickup-delivery","loop-1781023381333-tacobell-com-food-local-find-allergen-or-nutrition-info"],"latest_evidence_id":"loop-1781023381333-tacobell-com-food-local-find-allergen-or-nutrition-info","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.tacobell.com/food","Source: https://www.tacobell.com/locations","Status is derived from reported runs stored in this server process."]},"trust":{"score":0.38,"level":"low","reporter_count":2,"deduplicated_evidence_count":2,"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."}]}