Training data
How widely and consistently your brand is described as a category option across the web the model learned from. Mentioned everywhere, the same way? You get named. Invisible or inconsistent? You don't.
When a buyer asks ChatGPT "what's the best [your category] tool?", it answers with a shortlist of brands — by name. If you're not on that list, you've lost the deal before a human ever compared features. ChatGPT SEO is the work of getting onto that list. Here's how ChatGPT actually decides, and what moves the needle.
It isn't random, and it isn't your Google ranking. Three inputs drive it:
How widely and consistently your brand is described as a category option across the web the model learned from. Mentioned everywhere, the same way? You get named. Invisible or inconsistent? You don't.
For current or specific queries, ChatGPT searches the web and reads results in real time — so what ranks and what's freshly published about you matters right now, not just in the training set.
It leans on the review aggregators, comparison articles, and communities it treats as authoritative for your category. If competitors own those sources and you don't, they get cited and you get skipped.
None of this happens by buying ads or chasing a single keyword. ChatGPT visibility is earned by changing what the web says about you and how machines can parse it:
A GEO audit measures exactly where you stand on each — and we run it across Perplexity and Google AI too, since the same buyer uses all of them.
Our $97 Snapshot probes 10 buyer-intent queries across ChatGPT and Perplexity and scores exactly how you appear versus your top rival. The full audit covers all four engines with a prioritized plan — and we'll ship the fixes for you on the Sprint and Partner tiers.
It's getting your brand named and recommended inside ChatGPT's answers — a form of Generative Engine Optimization. The goal is being the brand ChatGPT mentions, not ranking a blue link.
Google ranks pages; ChatGPT names brands inside a synthesized answer. The skills overlap but the target differs — see GEO vs traditional SEO.
Yes — here's a free 5-minute test. For a scored read across engines, the $97 Snapshot does it for you.
A scored ChatGPT visibility read in 48 hours, with the fixes prioritized for you. From $97.
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