SignalStitch: Post‑Buy Survey
Ask how buyers found you. AI reconciles answers with UTMs...
Rating
5.0
feedback
1
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#7,439
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Reviews Summary
The reviews for Signal Stitch are overwhelmingly positive, with users praising its ability to provide actionable insights for post-purchase surveys. Users appreciate the app's ease of setup, integration, and the clarity of the data it provides. They highlight its usefulness in understanding the impact of offline touchpoints, referrals, and organic discovery that may not be captured by standard analytics. Some users express a desire for more advanced attribution features like ad-level surveys and detailed reporting across channels to further enhance its capabilities. Overall, Signal Stitch stands out for its practicality and effectiveness in helping merchants make informed decisions based on survey responses.
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Dec. 11, 2025
We’ve tried a few post-purchase survey apps on Shopify, and most of them end up being glorified reporting tools, lots of charts, but very little you can actually do with the data. SignalStitch feels different. What we like most is that it doesn’t just collect responses and leave you guessing. The insights are actually actionable. It helps us understand which channels really influenced the purchase, not just what customers remember or select by default. That alone has helped us rethink how we look at attribution and where we spend marketing dollars. Setup was straightforward, the surveys look clean, and the analytics are easy to understand without needing to export everything into another tool. It’s especially useful if you’re running paid media and want feedback you can confidently use to make changes, not just report on. If you’re looking for a survey app that goes beyond raw data and actually helps you improve decisions, this one is worth trying.
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