How Product Reviews Influence AI Shopping Research

Make reviews machine-readable

AI engines weigh social proof heavily when recommending products.

Genuine AggregateRating markup exposes ratings and review counts to AI — only when they truly exist.

Quality over quantity

Authentic, detailed reviews give AI richer context than a high count of thin ones.

Run a free AI Visibility Audit to see how your store performs on this today.