AI Search Research Update: A Record Week for Citations
Our weekly AI search tracking update. Citations hit a high of 81 while one engine answered only 15 of 20 questions, plus a correction to our matching rule.
Guides and research
Insights on AI search optimization, content strategy, and getting your product cited by AI engines.
256 articles · Backed by Loudmink research
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Our weekly AI search tracking update. Citations hit a high of 81 while one engine answered only 15 of 20 questions, plus a correction to our matching rule.
Our weekly AI search tracking update. Only 3 of 20 buyer questions get the same answer from all 5 engines, plus a revised read on Perplexity and Reddit.
How content creators show up in AI search: TikTok One, Instagram Creator Marketplace, Collabstr, Favikon rankings, and the media kit page AI can read.
What belongs in an AEO report: the six metrics executives and clients act on, honest framing rules, reporting cadence, KPI frameworks, and white-label options.
The best AEO platforms for enterprise in 2026, compared on custom plans, SSO and security review, historical data, engine coverage, and execution vs monitoring.
An AEO experimentation roadmap for marketers: pick target queries, baseline AI search visibility across engines, change one thing, re-measure, keep or kill.
How comparison content affects AEO rankings: AI search engines answer category-level queries, so honest X vs Y pages with real pricing win the citations.
AEO for chiropractors: how to get your clinic recommended by AI search engines with technique pages, ICPA/NUCCA directories, and DC credential signals.
AEO for dermatologists: get recommended when patients ask ChatGPT or Perplexity for a board-certified dermatologist or Mohs skin cancer surgeon.