SessionSift: bot traffic scoring for Shopify

Bots from data centers, headless browsers and foreign traffic waves inflate sessions, drag down conversion rates and teach your ad pixels the wrong audience. Shopify now hides the bots it identifies in its own reports. SessionSift shows you why each session looks automated, which campaigns pay for bots, and can pause supported ad pixels for them.

• Explainable scores. Each session gets points from signals such as browser automation, headless user agents, square 1366×1366 screens, time zone vs IP country, hosting networks, page velocity and missing engagement. Every point has a reason code.
• Clean acquisition. Raw vs clean sessions and conversion rate per source and campaign (Google Ads, Meta, TikTok, utm tags).
• Event gate. For likely bots: Shopify Customer Privacy (marketing consent off), Google consent mode, Meta Pixel revoke and a Google Tag Manager event.
• Cloudflare rules. For stores that already run Cloudflare: publish a managed-challenge rule for the countries and networks you choose.
• Audit log of filtered sessions, gated pixels and every rule change.
• Bots never count toward your plan: Free, Pro 12 USD and Plus 29 USD every 30 days.