AI visibility case studies

Real brands measured with sirefs, starting with our own products: every prompt, engine, denominator and interval published, including the results that don't flatter us.

Published 8 October 2026
Asktopus case study: named in 0 of 138 AI answers
We tracked Asktopus, our own AI chatbot, on 16 buyer questions in 7 AI engines. It was named in 0 of 138 answers, its top competitor in 68%. Method and data.
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