Social proof and testimonials
Customer testimonials, case studies, and reviews establish you as a real, used product.
Why social proof works for AI
Testimonials and case studies prove that real customers exist. Without them, a model evaluating your site sees a company making claims about itself. With them, the same model sees a company that customers speak for.
The difference is measurable. Pages with attributed testimonials and case studies get cited more often than identical pages without — even when the rest of the content is the same.
What counts
- — Named customer testimonials with a company, role, and real photo.
- — Written case studies with numbers and specifics.
- — Embedded reviews from G2, Capterra, Trustpilot.
- — A customer logo wall — but only if you can credit them.
- — Press mentions with a link to the original article.
What does not count
Generic testimonials without attribution ('Great product! — Happy Customer') are worse than nothing. Models recognise them as placeholder content and discount your credibility accordingly. If you cannot get a real name and role, do not publish the quote.