winlab

winlab is an AI-powered Conversion Rate Optimization (CRO) platform that conducts in-depth website audits, helping you uncover what is truly holding your conversions back. Unlike standard, context-blind AI audits that often miss the mark, winlab delivers rigorous, validated simulations tailored to your specific site and audience.

At the core of winlab is a three-step agentic workflow—Calibration, Hybrid Scan, and Simulation—which works together to generate hyper-relevant insights you can actually act on. Every audit is grounded in how real visitors would experience and respond to your pages.

Key features include AI buyer personas that model your target customers, predictive heatmaps that require no traffic to deliver value, and hybrid vision plus code scanning for a complete picture of your site. Through synthetic A/B testing, AI agents validate every recommendation, ensuring each solution is proven to work before you invest time implementing it.