About RealReaction AI
Friends, colleagues and customers are polite. They rarely tell you that your headline is confusing, your pricing is hard to find, or your photos look cheap. RealReaction AI exists to say those things before it costs you a sale.
Paste a page address or upload photos, and a panel of 30 AI-simulated visitors, matched to the audience you describe, reacts to what they see. You get scores, direct quotes, the places people got stuck and a ranked list of fixes, usually in under five minutes.
RealReaction AI is run by Reaction AI LLC. It's built for business owners, ecommerce stores, publishers and agencies who want a fast gut-check between real user research sessions. See how the panel works.
The panel is simulated, so treat it as a fast first read, not a substitute for talking to real customers. See how it works.
Who's behind this

RealReaction AI was founded by Pierce Buxton, a product and AI builder based in the San Francisco Bay Area with a background at Amazon and Google AI.
After watching friends and clients pour months and thousands of dollars into websites that underperformed, with no idea why visitors were leaving, Pierce saw a persistent blind spot. Traditional user testing takes weeks and costs thousands. Friends and colleagues are too polite to give candid critique. Analytics tools like heatmaps show you that visitors left, but never why.
He built RealReaction AI to give founders, stores and agencies an instant, unfiltered gut-check: 30 diverse personas reacting honestly to your messaging, clarity and trust before you spend real money on traffic.
Questions or ideas? Get in touch.
RealReaction AI