Best of
Ranked shortlists for Shopify merchants who are already choosing. Every price, plan gate, rating and limit is read from the vendor's own page or App Store listing on a stated date, and each page says where a tool stops as plainly as what it does — including where Mtrix stops.
- Best Shopify A/B testing tools Shoplift swaps templates, Intelligems tests prices, ABConvert does the basics cheaply, and Rollouts is free. Ten tools, every published price read from the vendor's own page — and the three that don't publish one. Last reviewed 26 July 2026
- Shopify checkout A/B testing Rollouts tests one whole checkout configuration against another, free, on Grow. Everything deeper needs Plus — or a platform that owns the checkout. Four levels, six tools, and the 26 August 2026 deadline that decides what you can still measure. Last reviewed 26 July 2026
- Best Shopify heatmap tools Shopify ships no heatmap, and the honest first answer is that Microsoft Clarity is free and genuinely good. Seven tools on what the map actually shows, whether the tool can run the test it prompts, and how long the data lives. Last reviewed 28 July 2026
- Open-source session replay tools rrweb is a library, OpenReplay is a product you host, PostHog is a suite you mostly don't. Licenses read from LICENSE files, limits from each vendor's own docs — and what self-hosting actually costs once the download finishes. Last reviewed 28 July 2026