Blog
Shopify bot traffic, abandoned-cart pollution, and ad analytics integrity — written for merchants who actually have to look at the dashboards.
How to stop bots on Shopify (the free methods first, then what actually holds)
An honest walkthrough of the free ways to stop bots on Shopify, what each one really blocks, and where the free path runs out. No fear-selling.
What a Shopify card-testing bot attack actually costs you
Card testing is the most expensive bot pattern on Shopify. What an attack looks like in your admin, the real cost beyond the test charges, and how to stop it.
How to filter bot abandoned carts out of Klaviyo (without breaking real recovery flows)
Bots in your Klaviyo flows tank sender reputation and pad your bill. Three filter recipes you can ship today, plus what they don't actually fix.
Shopify bot traffic: the complete 2026 field guide
Bot traffic on Shopify is hitting more merchants in 2026. Patterns, mechanisms, what it costs, and the actual mitigation tiers, all in one place.
Why is my Shopify abandoned cart rate so high? (The cause nobody talks about)
Most abandoned cart advice tells you to fix shipping and checkout friction. If your rate spiked overnight, the cause is probably bots, and the fix is different.
What Shopify's human or bot session filter actually does (and what it still misses)
Shopify shipped a Human or bot session filter in October 2025. It cleans your sessions reports, but your pixel, ESP, and customer list stay polluted. Here's the gap.