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Expert Research articles: AI visibility strategies, LLM optimization techniques, and actionable insights for brands competing in AI-powered search.

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Strategies and updates for ChatGPT, Perplexity, Google AI Mode, Claude, Gemini, and Grok, straight to your inbox.

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2 articles

YouTube Citations in AI Search: A 29,635-Citation Study
ResearchAI Search

YouTube Citations in AI Search: A 29,635-Citation Study

29,635 YouTube citations in AI answers: 86% of cited videos aren't in YouTube's own top 10. See what Google AI Mode (AI Overviews), Perplexity and Gemini cite.

16 min read
How AI Assistants Search the Web: 90 Days of LLM Queries
AI SearchResearch

How AI Assistants Search the Web: 90 Days of LLM Queries

An original study of 2,000 Google Search Console queries: 16.7% match machine-shaped heuristics. See the patterns, rankings, and limits.

12 min read