TheShortlist Report

Measured research on who gets recommendedLatest reading

Research · Buying guides · No paid placement

Coverage

What we measure

107 reports across 8 categories, drawn from 33,883 AI responses.

A category earns a place here only when the sample can actually tell firms apart. Where the same handful of firms sits tied at the top of every response, we measure it and do not publish it — a ranking that cannot separate anyone is not a ranking.