How to track AI referrals and Shopify sales
A practical source check, conservative GA4 grouping rule and blank baseline worksheet to connect known AI visits with attributed orders.
Read the field noteField notes
Useful observations.
Practical next moves.
Notes from reviewing stores and building ecommerce businesses. Each one connects a specific customer problem with the work that could improve it.
Shopify collection page SEO: what to fix first
A diagnosis table, an anonymized bedding-store review and a practical way to connect search performance with the product-selection journey.
Read the field noteFor hands-on help, explore our ecommerce growth services or request a personal store review.