{"site":"hellofresh.com","overall_health":"constrained","tasks":[{"site":"hellofresh.com","task":"food_local.manage_meal_delivery","health":"constrained","aes":57,"outcome_rate":0.565,"known_blockers":["dynamic_dom_unstable","hidden_fee","login_required","payment_3ds_user_present","navigation_failed"],"recipe_uri":"recipe://hellofresh.com/food_local.manage_meal_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":"HelloFresh 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 0.083753-0.94861, and Beta posterior mean 0.525287."},"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-18-hellofreshcom-food-localmanage-meal-delivery","loop-1781008582559-hellofresh-com-food-local-manage-meal-delivery","loop-1781005626207-hellofresh-com-food-local-manage-meal-delivery"],"latest_evidence_id":"top100-food_local-18-hellofreshcom-food-localmanage-meal-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.hellofresh.com/","Source: https://www.hellofresh.com/about/faq"]},"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 0.008955-0.9801, and Beta posterior mean 0.489994."},"freshness":{"updated_at":"2026-06-09T12:36:22.625Z","age_days":7.7,"status":"aging","rationale":"Latest evidence is 7.7 days old."},"known_blockers":["login_required","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."}]}],"incidents":[],"confidence":{"score":0.19,"level":"low","sample_size":5,"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":5,"source_tiers":["public_web_observation"],"evidence_ids":["top100-food_local-18-hellofreshcom-food-localmanage-meal-delivery","loop-1781008582559-hellofresh-com-food-local-manage-meal-delivery","loop-1781005626207-hellofresh-com-food-local-manage-meal-delivery"],"latest_evidence_id":"loop-1781005626207-hellofresh-com-food-local-manage-meal-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.hellofresh.com/","Source: https://www.hellofresh.com/about/faq"]},"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 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."}]}