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.
Being named by ChatGPT is no longer a win. Since GPT-6, it can mean “named and doubted”
Original research on 28,145 answers from 5 AI apps about 9 brands. Since GPT-6, ChatGPT says “I couldn’t verify” 22 times more often, mostly about brands it barely knows, and the buyer sees it. Gemini, AI Mode, Copilot and Perplexity: 0 of 7,688.
Read more25 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.
Read moreWe 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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