App Submission Process Partner Satisfaction Survey Question Title * 1. How satisfied or dissatisfied are you with your recent app review process? Very satisfied Somewhat satisfied Neither satisfied nor dissatisfied Somewhat dissatisfied Very dissatisfied I am unsure Question Title * 2. What was the most frustrating part of the entire app review process? Please select up to 3 responses. App review overall takes too long Reviewers take too long to respond I wish I could have spoken to a person Feedback from failures is sometimes low context (single screenshot / silent screencast) I want more information in advance about how my app would be reviewed Being reviewed for too many rounds Resources for app submission are unclear Other (please specify) Question Title * 3. Did you experience any issues using Shopify's AI-powered tools (Shopify Dev MCP server, AI-powered pre-submission checks, etc.) in preparation for or during the app review process? Please select all that apply. I wasn't aware these tools existed I didn't use any of Shopify’s AI-powered tools No issues Tool gave incorrect or misleading guidance Tool didn't understand my app's use case Suggestions were too vague to act on Tool contradicted what a reviewer later said Tool was slow or unresponsive I wasn't sure how to use the tool Other (please specify) Next