Nobody at OpenAI, Anthropic or Google publishes how this works. So we mapped it ourselves across 40,000+ ecommerce sites. Five signals decide whether ChatGPT, Claude, Gemini and Perplexity name your brand or your competitor, and how to improve yours.
For DTC Brand Leaders
Every day you wait, AI hands category-intent buyers to whoever moved first. Here is what this audit changes, starting this week.
Right now someone is asking ChatGPT for the best brand in your category. AI answers with a name, and it is probably not yours. This audit shows the exact moment you go invisible, plus the 3 fastest fixes.
Being mentioned by AI is not the same as being chosen by it. Most brands pay for dashboards that show the problem and never fix it. We show you how to get picked, then do the work to get you there.
SEO is slow. Paid ads reward the richest bidder. AI recommendation rewards whoever moves first, not whoever is biggest. This audit gives you the map. We give you the engine.
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