Research

A repeatable method for comparing your AI visibility to competitors: pick the right prompts, sample properly, normalize the numbers, and read the gaps.

AI share of voice and market share measure different things. Learn how they relate, why they diverge, and which one a SaaS founder should watch weekly.

Google AI Overviews are reducing organic clickthrough rates for SaaS brands - sometimes by 30-50%. This guide shows indie founders how to measure the real impact on their traffic and what to do about it.