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Thank you for the recommendation, and for your patience as we keep adding more advanced features! You're right that we're still a new app. You've also captured who our A/B price testing feature is best for: data-driven merchants with a test-and-learn mindset who run price tests on their catalog to find the prices that lift profit and AOV from real customer behavior rather than guesswork. Giving each test enough time to gather a confident signal is what makes the results reliable.

Please keep the feedback coming, it directly shapes what we build next.

Thank you for taking the time to share this. You're right that Smart Pricing is newer and leaner. We made it free because we wanted A/B price testing and AI price tips to be accessible without a big upfront spend. We started with a focused set of features rather than matching every paid tool on day one. We actively use merchant feedback to decide what to build next: recently we added product type, tag, and vendor filters to make price test setup easier based on merchant feedback like yours. If you can tell us which capabilities you were missing, it will help shape what we build next. Just drop us a line in the feedback button of the app.

Thank you for the feedback. We keep the results lean so they're understandable for merchants across a variety of different sizes and scales. The depth is there when you want it. Hover over any metric in your results and a tooltip explains what it means, and our help center breaks down every results metric and exactly how it's calculated: https://help.shopify.com/en/manual/products/details/product-pricing/smart-pricing/experiment-results.

If there's a specific metric you'd like more visibility into or metric you'd like to add, please let us know using the feedback button in the app.