Standard AI audits are context-blind and unverified, often hurting conversions. Winlab replaces guessing with rigorous simulation.
Unlike generic wrappers, we solve 3 fatal flaws:
Context: We calibrate for specific traffic & goals (Cold vs Warm).
Accuracy: Hybrid Vision+Code scanning prevents hallucinations.
Validation: Agents run synthetic A/B tests on every fix.
We don't just critique your site; we verify the solution works.
