Shopify Bot Traffic Inflates Store Analytics

Executive Brief

New Shopify merchants running PPC campaigns are seeing escalating desktop US bot traffic land on a non-existent /product-xyz URL (200→300→500+ visits/day), inflating Shopify Analytics and creating uncertainty. The problem is part of a broader and repeated pattern reported by Shopify merchants: bots generate 404 hits and scrape product pages, corrupting sessions, funnels, Meta/Google pixels, and paid analytics tools before app-based blockers can act. Merchants need bot traffic filtered at the edge, before it reaches analytics, and current workarounds (Cloudflare setup, analytics filters) are clumsy because they either act too late or require manual configuration. This suggests an opportunity for an edge-level bot detection/filtering solution integrated with Shopify that cleans analytics and ad attribution.