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Why a brand is missing from AI answers, how to check it, and what gets it named and cited by ChatGPT, Gemini, Perplexity and Google.
DeepSeek's search API shows the scores behind every result and the exact text the AI reads. What 180 buyer questions and thousands of test searches show about getting cited.
How ChatGPT finds local businesses: the searches it runs, when it shows a map, where the business facts come from, and what a local business can do to be found.
What scaile learned from 200 Codex runs: how the LLM's learned knowledge, its search index and its page checks shape a ChatGPT answer, and what that means for your content.
Page one on Google and invisible in ChatGPT: why that isn't a contradiction, how to narrow down the cause in half an hour, and why it's the smaller competitor that gets recommended.
You can check whether ChatGPT, Gemini and Perplexity recommend you without paying for a tool. But most people run the check wrong, and a wrong check is worse than none. Here is the method, and the honest limits of it.
Which levers measurably get a brand named and cited by AI systems, which popular tactics demonstrably do nothing, and why nearly half of all citations don't come from the brand's own website at all.
Book a call and we walk through your category: the questions your buyers ask, who gets cited today, and where the opportunity is.