Shopify's bot filter shows you the problem, it doesn't fix your ad spend. Learn why polluted pixels are poisoning your bidding algorithms and how to block them instantly.

Racen Dhaouadi

December 5, 2025

Massive bot traffic from China and Singapore is polluting marketing data across all platforms. Here's why it's happening and what you can do to stop it.

Racen Dhaouadi

December 5, 2025

Invalid traffic wastes 14% of ad spend on average. Learn what IVT is, the difference between GIVT and SIVT, and how to protect your campaigns from bots and click fraud.

Racen Dhaouadi

December 5, 2025

GA4 bot filtering is not enough. "Known bot" lists let invalid traffic slip through, polluting your attribution and wasting up to 20% of ad spend. Prevention, not filtration, is the key.

Racen Dhaouadi

December 4, 2025