Protect your marketing data from bots

Littledata filters bot-generated events before they reach your analytics and ad destinations

Bot traffic distorting Shopify funnel data

Bot traffic is corrupting your funnel data

Bot attacks on Shopify stores generate large volumes of fake events across your funnel. Every connected destination gets the noise:

  • Funnel distortion — making conversion rates unreadable
  • ROAS damage — Fake conversion signals skew the bidding
  • Reporting you can't trust — teams lose confidence in the numbers

Event-level bot filtering diagram

Server-side protection

Many bot mitigations work at the page level, but bots can inject fake events via API. Littledata intercepts these at the Shopify event level before they reach any destination.


Deterministic bot detection signals

Real customer events are never filtered out

Littledata uses probabilistic filters to minimise the risk of blocked real conversion events. And in the next iteration you'll be able to tweak this probability in settings.


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Littledata and Shopify bot protection working together

Coverage where Shopify's protection stops

Shopify's native bot protection targets at the checkout level. Littledata's protection covers a different attack surface of bots that bypass the storefront entirely and target your analytics destinations directly. The two work together.


Connect your marketing channels to Shopify

Eliminate the hassle of Google Tag Manager. Littledata maintains server-side conversion tracking between Shopify, Google, Meta, Klaviyo, and more — so your marketing can scale, automatically.

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Stop bots from corrupting your marketing data.

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