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Research

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Research

We analysed 1,200 visibility drops. Most had one cause

Across six engines and three months of data, most significant drops traced back to a single competitor page that an engine started citing.

7 min read
Research

Six engines, one brand: how differently do they answer the same prompt?

We asked six engines the same 200 B2B prompts for a month. Agreement on the top brand was lower than most teams assume.

6 min read