{"version":"1.0","type":"card","id":"17a298fb-f0bd-4c49-923c-4d39c2ca5057","url":"https://stacklist.com/card/17a298fb-f0bd-4c49-923c-4d39c2ca5057","title":"Does schema markup help you get cited by AI? What the tests show — Stacklist Blog","source_url":null,"note":"Does JSON-LD schema help you get cited by AI? A controlled Ahrefs study and a five-system read test say no. Here's what actually earns citations.","image":{"url":"https://ucarecdn.com/6970dd95-532f-4264-8f31-cc365a1ec25e/","alt":"Does schema markup help you get cited by AI? What the tests show — Stacklist Blog","width":2600,"height":1800},"stack":{"id":"23da5a32-1463-40df-80e9-2f47f44f88c1","title":"Stacklist Articles, by the Stacklist team","url":"https://stacklist.com/c/business/stack/23da5a32-1463-40df-80e9-2f47f44f88c1"},"created_at":"2026-10-03T04:09:17.186Z","updated_at":null,"aco":{"summary":"Schema markup does not help pages get cited by AI systems, according to controlled tests from Ahrefs and searchVIU. AI assistants read visible text and headings rather than data hidden in JSON-LD markup, making structured data useful only for classic SEO and rich results.","tags":["schema-markup","ai-citations","json-ld","seo","ai-discovery","structured-data"],"key_entities":[{"name":"Kyle Hudson","type":"person","confidence":0.95},{"name":"Ahrefs","type":"organization","confidence":0.95},{"name":"searchVIU","type":"organization","confidence":0.95},{"name":"Stacklist","type":"organization","confidence":0.9},{"name":"JSON-LD","type":"technology","confidence":0.95},{"name":"ChatGPT","type":"technology","confidence":0.95},{"name":"Google AI Overviews","type":"technology","confidence":0.9},{"name":"Claude","type":"technology","confidence":0.85},{"name":"Gemini","type":"technology","confidence":0.85},{"name":"Perplexity","type":"technology","confidence":0.85},{"name":"AI citations","type":"concept","confidence":0.95},{"name":"structured data","type":"concept","confidence":0.95}],"classification":"analysis","language":"en","confidence":0.85,"provenance":{"model":"claude-haiku-4-5","tool":"@stacklist/be@0.1.0","confidence":0.85,"timestamp":"2026-10-03T04:09:22.354Z"},"token_counts":{"approximate":3654,"cl100k":3113},"content_hash":"sha256:2782f28e192f5ff0e01b993ca48b8cfa33dccec7813814a533ea4664c2d3d6d7","acp_version":"0.2","body_available":true,"body_tokens":3654,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/17a298fb-f0bd-4c49-923c-4d39c2ca5057.json","html":"https://stacklist.com/card/17a298fb-f0bd-4c49-923c-4d39c2ca5057","md":"/api/public/card/17a298fb-f0bd-4c49-923c-4d39c2ca5057.md","stack_json":"/api/public/stack/23da5a32-1463-40df-80e9-2f47f44f88c1.json"}}