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Field notes on AI visibility, GEO/AEO strategy, and how brands are being represented inside LLM answers.

Search isn't the front door anymore. ChatGPT, Claude, Perplexity, Gemini and Copilot are the new gatekeepers — and most brands have no idea how they're being represented. AMPD is the platform that tells you.

GEO
AEO
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