{"rewrite":{"id":"r_53411efddc2a18bb5c77129b","clusterId":"c_f10f7f49cb3d88e64029bff7","slug":"comparison-and-ranking-titles-dominate-ai-product-recommendation-citations","model":"deepseek-v4-flash","headline":"Comparison and Ranking Titles Dominate AI Product Recommendation Citations","summary":"A survey by Optyino.ai analyzed 18,218 AI responses and 116,395 article titles cited by generative AI for product recommendations. It found that 85.1% of cited titles were comparison or consideration formats, such as those containing 'recommendation' or 'ranking', while only 10.7% were official product information titles. The data covers prompts across 18 product categories from September 2025 to May 2026.","whyItMatters":"The survey suggests that brands seeking AI citation for product recommendations should prioritize comparison and ranking content over official product information.","webCardHtml":"\u003cp\u003eAmong the comparison/consideration titles, the keyword \u0026#39;recommendation\u0026#39; appeared in 63.4% of cited articles, followed by \u0026#39;latest/year\u0026#39; at 53.0% and \u0026#39;ranking\u0026#39; at 28.9%. \u0026#39;Reviews/ratings\u0026#39; appeared in only 1.7% of titles. The survey also noted qualitative differences between AI models: Claude, Perplexity, and Bing Copilot showed a particularly high dependency on comparison/consideration titles, while ChatGPT cited a more balanced mix of comparison and official product information. The findings come from Optyino.ai\u0026#39;s analysis of 18,218 AI responses collected between September 2025 and May 2026, covering product categories from home appliances to financial services.\u003c/p\u003e","blueskyPost":"New survey: 85% of article titles cited by AI for product recommendations are comparison/ranking formats. Only 11% are official product info. Brands take note: AI citation favors 'recommendation' and 'ranking' titles over press releases.","twitterPost":"85% of article titles cited by AI for product recommendations are comparison/ranking formats, per Optyino.ai survey. Only 11% are official product info. 'Recommendation' appears in 63% of cited titles. ChatGPT cites more official info than Claude or Perplexity.","threadsPost":null,"newsletterBlurb":"A new survey from Optyino.ai analyzed 18,218 AI responses and found that 85.1% of article titles cited by generative AI for product recommendations are comparison or consideration formats. Only 10.7% are official product information titles. The data suggests that brands aiming for AI citation should focus on comparison and ranking content.","attributionJson":"[{\"source\":\"ASCII.jp\",\"url\":\"https://ascii.jp/elem/000/004/419/4419819/?rss\",\"title\":\"What Kind of Article Titles Does Generative AI Cite for Product Recommendations? Optyino.ai Analyzes 18,218 AI Responses, Comparison/Consideration Titles Account for 85.1%\"}]","lintFlagsJson":null,"lintHits":0,"costUsd":0,"inputTokens":4253,"outputTokens":2091,"status":"published","repairAttempts":0,"nextRepairAt":null,"factsAttemptedAt":1784096381,"createdAt":"2026-07-15T06:09:41.000Z","publishedAt":"2026-07-15T06:12:29.000Z","updatedAt":"2026-07-15T06:09:41.000Z"},"cluster":{"id":"c_f10f7f49cb3d88e64029bff7","canonicalTitle":"生成AIが商品レコメンドで引用する記事タイトルとは？Optyino.aiがAI回答18,218件を分析、比較検討系タイトルは85.1%","representativeArticleId":"a_ec64dc33c6b38d4be828693d","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":"2026-07-15T02:45:20.000Z","lastSeenAt":"2026-07-15T02:45:20.000Z","updatedAt":"2026-07-15T06:12:29.000Z"},"attribution":[{"source":"ASCII.jp","url":"https://ascii.jp/elem/000/004/419/4419819/?rss","title":"生成AIが商品レコメンドで引用する記事タイトルとは？Optyino.aiがAI回答18,218件を分析、比較検討系タイトルは85.1%"}],"entities":{"anime_titles":[],"manga_titles":[],"work_titles":[],"studios":[],"people":[],"type":"news","domain":"other","is_roundup":false},"keyFacts":null}