{"kind":"site-task","row":{"site":"grubhub.com","category":"customer_support","task":"customer_support.order_issue","health":"degraded","aes":74,"confidence":{"score":0.29,"level":"low","sample_size":3,"rationale":"Confidence reflects 0.81 effective weight, Wilson bounds 0.095863-0.986596, and Beta posterior mean 0.568235."},"freshness":{"updated_at":"2026-06-17T02:11:17.427Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"known_blockers":["login_required","human_handoff_required","dynamic_dom_unstable"],"recipe_uri":"recipe://grubhub.com/customer_support.order_issue/public-preflight-v1"},"siteName":"Grubhub","taskPhrase":"order Issue","taskTitle":"Customer Support / Order Issue","categoryTitle":"Customer Support","categoryKey":"customer_support","verdict":"Yes, with a human handoff","tone":"warning","verdictSentence":"Yes, with a human handoff - as of Jun 17, 2026, AI agents can order Issue on Grubhub. 74% task outcome signal across 3 observations; main blocker: Login Required.","outcomeRate":74,"outcomeSplit":{"success":16,"handoff":44,"partial":15,"blocked":25},"topBlocker":"login_required","bodySections":["attempt","evidence","agent_builders","blockers","handoff","recipe"],"gate":{"indexable":true,"reasons":[],"bodySectionCount":6},"paths":{"canonical":"/sites/grubhub.com/customer_support.order_issue","markdown":"/sites/grubhub.com/customer_support.order_issue.md","json":"/sites/grubhub.com/customer_support.order_issue/data","apiStatus":"/api/v1/status/grubhub.com","apiRecipe":"/api/v1/recipes/grubhub.com/customer_support.order_issue"},"breadcrumbs":[{"name":"Home","href":"/"},{"name":"Customer Support","href":"/categories/customer_support"},{"name":"Grubhub","href":"/sites/grubhub.com"},{"name":"Customer Support / Order Issue","href":"/sites/grubhub.com/customer_support.order_issue"}],"lattice":{"primary":[{"href":"/tasks/customer_support.order_issue","label":"All sites where agents order Issue"},{"href":"/sites/grubhub.com","label":"Grubhub agent reliability report"},{"href":"/categories/customer_support","label":"Customer Support agent task category"},{"href":"/rankings/customer_support.order_issue","label":"Best and worst sites to order Issue"},{"href":"/submit","label":"Submit an observation for Grubhub order Issue"}],"blockers":[{"href":"/blockers/login_required","label":"Websites with Login Required friction"},{"href":"/blockers/human_handoff_required","label":"Websites with Human Handoff Required friction"},{"href":"/blockers/dynamic_dom_unstable","label":"Websites with Dynamic Dom Unstable friction"}],"siblingSites":[{"href":"/sites/instacart.com/customer_support.order_issue","label":"Instacart order Issue report","note":"AES 79"},{"href":"/sites/ubereats.com/customer_support.order_issue","label":"Ubereats order Issue report","note":"AES 79"},{"href":"/sites/target.com/customer_support.order_issue","label":"Target order Issue report","note":"AES 73"},{"href":"/sites/doordash.com/customer_support.order_issue","label":"DoorDash order Issue report","note":"AES 82"}],"otherSiteTasks":[{"href":"/sites/grubhub.com/food_local.find_order_issue_help","label":"Grubhub find Order Issue Help report","note":"AES 80"},{"href":"/sites/grubhub.com/food_local.order_pickup_delivery","label":"Grubhub order Pickup Delivery report","note":"AES 68"}]},"metadata":{"title":"Can an AI agent order Issue on Grubhub? (June 2026) - CrawlDex","description":"Yes, with a human handoff on Jun 17, 2026: 74% outcome signal across 3 observations for Grubhub order Issue.","monthYear":"June 2026","lastVerified":"Jun 17, 2026","observations":3}}