George Salapa

George Salapa

Independent advisor and developer.
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Customers ask ChatGPT "what should I buy?" If your brand doesn't appear, you're invisible. We test 100+ queries across GPT, Claude, Gemini. See your rec rate vs competitors. Get fixes for missing schema, blocked crawlers, weak snippets. Most take 20 minutes.
aiseebrand.com - the AI SEO platformFind out why ChatGPT doesn't recommend your brand—and fix it
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Your brand doesn't exist to AI. Here's why.

A Large Language Model is a pattern predictor. A text calculator. Every time someone asks "what's the best [your category]", it: Tokenizes the query Processes through transformer layers Generates probabilities for next tokens Outputs the most likely sequence Your brand gets recommended if it exists in: Training data (pre-2023 for most models) Retrieval layer (RAG from web/docs) Context window...