Analysis of 1.4 million public reviews across 150 UK premium fashion brands

A live experiment testing what AI assistants tell shoppers about 12 leading brands

The Reputation Index leaderboard — the top 20 ranked on reputation proven at scale

The five fixes that move a score fastest, and how to request your brand's private scorecard