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Notes on how AI assistants find, understand and recommend companies, with what we observe in our own measurements.

• 6 October 2026 · 4 min read

  What to demand from an AI visibility tool (so you don't buy smoke)

  AI answers change every time. Seven questions to tell whether an AI visibility measurement is serious, and how we handle them at Yovara with our own data.

• 29 September 2026 · 5 min read

  How to check if ChatGPT recommends your company (and why it does or doesn't)

  A practical guide to checking for yourself whether ChatGPT and Perplexity name your company when customers ask about what you sell, how to read what you see, and what usually explains not appearing.

• 29 September 2026 · 9 min read

  What GEO actually means in 2026: measuring visibility in AI answers

  AI visibility is not a ranking problem. A practical framework for measuring how AI assistants find, understand and recommend companies, with data from our first 2,196 measured answers.