Vouch uses an AI agent to read and synthesize reviews across Amazon, Walmart, eBay, and Yelp, pulling out recurring themes, tradeoffs, and red flags, saving you time with every vouch. It compares those insights with your preferences, then delivers a personalized verdict and fit score directly on the page. As an added layer, you can invite friends, build a trusted network, and give their experiences more weight in your recommendations.