Factory Direct Party review for Grapevine Post Purchase Survey

We started using Grapevine mainly for the attribution reporting, and it's paid off fast. Being able to see revenue and AOV broken down by channel means we finally know which marketing is actually driving sales instead of guessing. The "how did you first hear about us?" data alone has changed how we allocate budget. Setup was quick, and it's genuinely Shopify-native, so it just works. The targeting rules (by order value, product, country, customer type) let us ask the right questions to the right people instead of blasting everyone with the same survey. And the MCP integration for querying our own data with AI is a nice touch that most survey apps don't come close to. Support has been responsive and helpful every time we've reached out. Easily worth the $25/month. Highly recommend to any store trying to better understand its customers and attribution.