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Analysis
GEO Study: What the Research Really Reveals About AI Search
What does vendor-independent research really show about GEO and AI search? A meta-study of 18 core works on AI citations, bias and what works.
AI
AI Hallucinations: What DELEGATE-52 Shows for Businesses
DELEGATE-52 shows: even frontier LLMs generate around 25% hallucinations in multi-step pipelines. What this means for your AI roadmap.
AI Visibility
How LLMs Rank Brands: A Statistical Study of AI Visibility Across Claude, GPT-4o, and Gemini
Open-source study measuring brand visibility across ChatGPT, Claude, and Gemini. 48 brands, 144,000 evaluations, statistical methodology for GEO.
Analytics
How LLMs Rank Brands: A Statistical Study on AI Visibility with Claude, GPT-4o and Gemini
We tested 48 supplement brands across 3 AI models with 144,000 data points. AG1 appears in 62% of Gemini responses, but only 5% with GPT.
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