Unusual

Shaping how AI models perceive brands

Unusual works with companies on how AI models understand their brand and what they offer. AI agents now assess every brand's promises and teach human buyers to do the same, so marketing claims without substance behind them stop working, while companies that genuinely deliver can reach far more buyers. Unusual examines what models actually believe about a company using methods drawn from AI interpretability research. Beneath the noise in model outputs those beliefs turn out to be stable, built from proof points the company has put into the world, often without meaning to, and Unusual helps companies shape them.