How AI assistants decide which brands to mention

When a buyer asks ChatGPT or Google AI Mode for the best tool in a category, the answer feels like a verdict. It is not. It is a summary assembled from sources the model retrieved and decided to trust for that question.

That distinction matters, because it tells you where the work is. You do not optimise the model. You influence the sources it reads.

Citations are the real currency

Across the engines we track, the brands that get named consistently are the ones mentioned on the pages those engines cite: review sites, comparison articles, reputable publications and the brand's own well-structured content. When an engine cites a source and your brand appears on it, you are in the running. When it does not, you are invisible no matter how good your product is.

The practical takeaway is that AI visibility is downstream of the same things that have always mattered, being present, with clear and accurate information, on the sources your buyers and the engines both rely on. The difference now is that a single answer can replace a page of ten links, so the cost of being left out is higher.

We will keep publishing what we see across ChatGPT, Google AI Mode, Gemini and Perplexity as the patterns shift.