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Insights from the feedback layer.

Notes on AI search, AEO strategy, and the data behind the AI Feedback Network.

June 13, 2026 · 9 min read

Why ChatGPT Isn't Recommending Your Business (And What You Can Do About It)

AI tools like ChatGPT, Gemini, Claude and Perplexity are becoming the first place buyers go for recommendations. Here's why great companies get left out — and how to influence the answers your future customers receive.

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June 13, 2026 · 14 min read

How AI Recommendations Actually Work: ChatGPT, Gemini, Claude and Perplexity Explained

AI platforms like ChatGPT, Gemini, Claude and Perplexity use training data, real-time retrieval, and user feedback to generate recommendations — but each works differently. Here's how they actually decide who gets recommended.

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