The checklist

  • Confirm the store is Shopify.
  • Detect installed apps and group them by job.
  • Identify the active theme and confidence.
  • Record category, product count, and Shopify Plus status.
  • Check connected social profiles.
  • Note whether public contact details are available.
  • Compare the store against at least three similar stores.

How to keep it useful

Do not collect signals without a question. Decide whether you are benchmarking, prospecting, choosing tools, or researching a category.

Recommended sequence

Start with top stores, run app detection, run theme detection, then read the stack as one operating system.