A/B testing plus the stuff VWO never shipped.
VWO is the solid, mid-market A/B testing tool — heatmaps, session replay, visual editor. Optimize Pilot covers that ground with Matomo-backed analytics and the same stat-sig rigor, then adds Competitor Radar, Navigator AI, First Officer, and an MCP server. Same budget band, four more capabilities.
What changes when you switch.
- Visual A/B editor + heatmap-style session insights via Matomo.
- Matches VWO on Bayesian + frequentist stat-sig math.
- Adds Competitor Radar — automated weekly crawls across 500+ competitor pages.
- Adds Navigator AI — ranked queue of test ideas with predicted lift.
- Adds MCP server — any MCP-compatible AI can operate on your growth data.
The head-to-head table.
Who usually makes the switch.
Teams that like VWO but have outgrown "just A/B testing." They've built a testing habit, shipped wins, and now realize competitive intelligence and recommendation ranking are the next bottlenecks. Optimize Pilot lands at a similar price point to VWO Growth, carries the same experimentation capabilities, and adds the radar + recommendation layers that VWO doesn't have on any tier. Switching teams usually consolidate a separate Crayon or Klue spend at the same time.
Run them side-by-side. Keep the winner.
14-day Optimize Pilot trial. Run it next to VWO for two weeks. Keep whatever ships more wins.