App visibility profile · Edition 1
Is The Pattern recommended by ChatGPT, Perplexity and Gemini?
The Pattern posted the single highest engine-specific figure in the entire study: 10 of 17 ChatGPT runs — and it is markedly weaker everywhere else.
Vandro Labs is a Generative Engine Optimization agency for astrology and spiritual wellness apps — we work on getting apps named inside ChatGPT, Perplexity and Gemini answers. We measured this app because knowing who the engines name, and why, is the job. What we do · Free audit of your app
The measured numbers
The Pattern was named in 22 of 50 audit runs: ChatGPT 10 of 17, Perplexity 5 of 16, Google Gemini 7 of 17. All runs were conducted in clean, non–personalised sessions between 26 and 31 July 2026.
An app that is winning one engine, not the market
Ten of seventeen on ChatGPT is the strongest single-engine result we recorded from any app. Perplexity named it in 5 of 16. That spread inside one product is larger than the spread between many different products.
The practical reading: a founder looking at ChatGPT alone would conclude The Pattern dominates the category; a founder looking at Perplexity alone would rank it mid-table. Both would be describing the same week. Any AI-visibility claim that does not name the engine is close to meaningless, and this app is the cleanest illustration of it in our data.
How that compares
Three apps tied for first place in this edition — CHANI, The Pattern and TimePassages, each at 22 of 50 — followed by Co–Star at 19. Below that the numbers fall away sharply: fifth place was 8 of 50. The full category map is here, segmented by what the user was actually asking for.
How to read this responsibly. These are counts of engine outputs, not a judgement of the software. The engines are not testing these apps; they are summarising pages they can reach, and a large share of those pages are written by the apps themselves. An app absent from our runs is absent from our runs — nothing more.
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