Research

How we know what AI recommends

Everything here is measurement we ran ourselves, with the method published alongside the result. If a number appears on this site, its derivation is on one of these pages.

Quarterly benchmark

AI Visibility Index

Which project management tools AI actually recommends. 128 answers across ChatGPT, Gemini, Claude and Perplexity, 30 tools ranked into four statistical tiers.

How we measure

Methodology

Why we ask every question eight times per engine, how mentions are detected, and what we deliberately refuse to claim.

The mathematics

Statistical whitepaper

The full statistical treatment: sampling error, confidence intervals, significance testing between runs, and the limits of the model.

See the output

Sample report

A complete AI visibility report for a real business, including every raw AI answer behind the score.

Measurement without a published method is just an assertion. If you find a flaw in ours, tell us and we will correct it in the open.