Research

Original studies on how AI assistants actually recommend companies. Every study publishes its full dataset and its method, including the limitations we found ourselves.

1 study publishedOpen datasetsFree to cite
How we publish

Every study ships with its data

  • The full row-level dataset is downloadable, ungated, at a permanent URL under CC BY 4.0. Every number on a study page can be recomputed from it.
  • The method is published separately and names the exact model versions and run dates used.
  • Limitations are written by us, before anyone else finds them.
  • Every headline number is recomputed from row-level data by an independent verification stage before a study is allowed to publish. No number reaches a page because someone remembered it.
  • Journalists and analysts are free to reuse any figure with attribution. A citation block sits on every study page.
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