SiteSplit
Traffic & funnel: Shopify analytics (sessions by landing page). Revenue: orders carrying the test's cart attribute. Sessions-grade data, not a raw event stream. Conclusiveness is an honest heuristic (sample size + relative gap) — SiteSplit never fabricates a confidence percentage.