Research

Original Far & Wide research on AI brand visibility and AEO. Multi-platform studies, citation analysis, and structural patterns from real AI responses across thousands of queries.

Original Research

25 domains drive half of all AI brand recommendations in supplements. Most aren't what you think.

Original research across 5 AI engines and 47 supplement queries: 1,329 brand mentions, 791 unique brands, 275 source domains. 25 domains drive half of every citation. Third-party testing raises mention rates 30%+. Plus the perimenopause vacuum, channel-locked brand identity, and 12-18 month windows in NMN and urolithin A.

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Original Research

We Analyzed 170+ AI-Cited Sources Across 5 Content Types. Each One Follows a Different Formula.

Original research: 40 queries tested on 4 AI platforms, 170+ cited sources analyzed, 14 cross-platform champions examined. Five content types, five different citation formulas.

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