ProductPulse AI

Detect why products create returns, refunds and bad reviews, then turn the evidence into Shopify-ready catalog actions.

Open this app from Shopify Admin or install it from a Shopify-owned surface.

• Catalog Scan. Product, order, refund, return and review signals are ranked by product risk.
• Product Diagnosis. Product diagnosis explains likely cause, evidence, impact and recommended actions.
• Draft Shopify actions. Fit notes, FAQs, tags and support notes are prepared for merchant review.