GEO

Top Five Factors That Change AI Visibility Results Between Chat Applications and APIs

Why AI visibility tools that query a model API don't measure what customers actually see in a chat app. A controlled experiment across seven brands found that turning search off …

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Princy Gandhi

AI Visibility Audit

Open-source tool that measures how brands appear in AI answer engines. Runs buyer-intent prompts across ChatGPT, Claude, Perplexity, and Gemini, then reports share of voice, …

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Princy Gandhi