Live · Period 2026-01 – present
CVR Lab
Web interactions organized by what makes people engage
A catalog of about 200 browser interactions built with AI-driven development, each paired with a conversion use case and a behavioral hypothesis.
Hypothesis
Even mass-produced AI-built interactions become reusable marketing patterns once the reason behind each action is written down.
Learnings
- Choose Canvas or DOM by whether rendering performance or accessibility matters more.
- Bulk fixes across 200 components stay stable once bugs are grouped into patterns first.
Stack
React 19 / TanStack Start / Canvas API / Web Audio API