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Research

Original studies built on measured data — what we see across the brands and prompts tracked with Refine, not a handful of questions typed into a chat window. Every figure is aggregated and anonymized.

  • Research/August 27, 2026

    17,691 AI Answers: 20% of Brands Took Two Thirds of the Visibility

    Three months of first-party measurement on ChatGPT, Gemini and Perplexity — 20 brands, 298 tracked prompts. The headline averages hide the real story: on every engine we measured, the median brand is barely mentioned at all.

    Read the study