{"rewrite":{"id":"r_398799b24afcdc38fa6fb95b","clusterId":"c_7965c9a3f8f6197a2098aca9","slug":"optyino-ai-study-generative-ai-cites-column-articles-in-73-99-of-answers","model":"deepseek-v4-flash","headline":"Optyino.ai Study: Generative AI Cites Column Articles in 73.99% of Answers","summary":"Optyino.ai analyzed 35,510 AI responses from 40 prompts spanning finance, education, real estate, B2B, and e-commerce. The study found that 92.15% of answers included at least one official website URL. Among page types, column articles were cited in 73.99% of answers, while top pages (26.99%), pricing pages (15.00%), and case studies (3.86%) lagged significantly. The data suggests generative AI prefers in-depth explanatory content over commercial landing pages.","whyItMatters":"The study indicates that companies optimizing for AI search visibility should prioritize column-style content, as AI models are far more likely to reference detailed articles than top pages or pricing pages.","webCardHtml":"\u003cp\u003eThe study by Optyino.ai, a GEO/AIO/LLMO platform, examined 35,510 AI answers collected from August 2025 to July 2026. The 40 prompts covered industries including financial services, education, real estate, B2B, and e-commerce. Across all answers, 92.15% contained at least one official website URL. Column articles dominated with a 73.99% answer citation rate, while top pages (26.99%), pricing pages (15.00%), and case studies (3.86%) were far less common. The findings suggest that generative AI models favor substantive, topic-specific content over general overviews or direct sales pages. For companies, this means that investing in column and article content may yield better GEO results than optimizing top pages or pricing pages.\u003c/p\u003e","blueskyPost":"Optyino.ai analyzed 35,510 AI answers and found that column articles are cited in 73.99% of responses, while top pages (26.99%) and pricing pages (15.00%) lag behind. For AI visibility, content depth matters more than landing pages.","twitterPost":"Optyino.ai analyzed 35,510 AI answers: column articles cited in 73.99% of responses, top pages 26.99%, pricing pages 15.00%. AI prefers deep content over commercial pages.","threadsPost":null,"newsletterBlurb":"Optyino.ai's study of 35,510 AI answers shows that generative AI overwhelmingly cites column articles over top pages, pricing pages, and case studies. The findings suggest that companies should focus on creating in-depth content to improve visibility in AI-generated answers.","attributionJson":"[{\"source\":\"ASCII.jp\",\"url\":\"https://ascii.jp/elem/000/004/419/4419151/?rss\",\"title\":\"生成AIは企業サイトのどのページを引用する？Optyino.aiがAI回答35,510件を分析、トップページの回答引用率は26.99%\"}]","lintFlagsJson":null,"lintHits":0,"costUsd":0,"inputTokens":5652,"outputTokens":2743,"status":"published","repairAttempts":0,"nextRepairAt":null,"factsAttemptedAt":1783925975,"createdAt":"2026-07-13T06:49:11.000Z","publishedAt":"2026-07-13T06:52:28.000Z","updatedAt":"2026-07-13T06:49:11.000Z"},"cluster":{"id":"c_7965c9a3f8f6197a2098aca9","canonicalTitle":"生成AIは企業サイトのどのページを引用する？Optyino.aiがAI回答35,510件を分析、トップページの回答引用率は26.99%","representativeArticleId":"a_5998e04c0d12b8593efe2ea6","sourceCount":1,"writtenSourceCount":1,"writeAttempts":0,"isSolo":true,"entitiesJson":"{\"anime_titles\":[],\"manga_titles\":[],\"work_titles\":[],\"studios\":[],\"people\":[],\"type\":\"news\",\"domain\":\"other\",\"is_roundup\":false}","contentType":"news","status":"published","firstSeenAt":"2026-07-13T05:15:23.000Z","lastSeenAt":"2026-07-13T05:15:23.000Z","updatedAt":"2026-07-13T06:52:29.000Z"},"attribution":[{"source":"ASCII.jp","url":"https://ascii.jp/elem/000/004/419/4419151/?rss","title":"生成AIは企業サイトのどのページを引用する？Optyino.aiがAI回答35,510件を分析、トップページの回答引用率は26.99%"}],"entities":{"anime_titles":[],"manga_titles":[],"work_titles":[],"studios":[],"people":[],"type":"news","domain":"other","is_roundup":false},"keyFacts":null}