How to Track 3rd-Party Checkout Conversions with Server-Side Tagging (Stape.io)

If your analytics stop working the moment a user leaves your website, you’re not alone. Many businesses rely on third-party checkout systems or booking tools that don’t allow to integrate with Google Tag Manager, leaving you without a trigger to fire a conversion event.


When a trigger doesn’t exist, you can build one — using server-side tracking with Stape.io

This guide shows the exact method we use to recover conversions from off-site domains and keep attribution accurate.

Why Tracking Breaks With Third-Party Checkouts

Tools like Stripe Checkout, Calendly, Plug & play , and dozens of others send users to an off-site domain to complete the transaction.

Once they leave your domain:

  • Your on-site GTM container stops firing
  • Browser cookies often don’t persist
  • The final conversion happens where you have no tracking pixels

So even though users convert, your ad platforms never know.

Step 1: Capture Cookies Before the Redirect

Before a user leaves your site, capture key identifiers such as:

  • First-party cookies
  • UTM parameters
  • Click IDs (gclid, fbclid, ttclid)
  • Session data

Store those values in Stape Store. ( Where you can store user identifier)

This creates a “lookup table” you’ll use later to match the conversion back to the user.

Step 2: Use Webhooks to Receive the Conversion

Most checkout and booking tools support webhooks.

When a purchase or booking happens:

  1. The platform sends your Stape server a webhook payload.
  2. If the payload is incomplete, use a GET request to the platform’s REST API to retrieve missing details.
  3. Match the order or user information with the cookie data you stored earlier.

Step 3: If No Webhooks Exist, Use Automation Tools

Some platforms offer zero developer hooks. 

In those cases, use automation platforms like:

  • Zapier
  • Make
  • Pabbly

Set up a workflow that triggers when a new purchase or booking occurs, then fires an HTTPS request to your Stape server endpoint.

This request becomes your custom conversion trigger.

Step 4: Send the Final Conversion to Your Marketing Platform

Once your server receives the event:

  • Look up the stored cookie values from Stape Store with Stape Look Up Table Variable
  • Combine them with the event payload
  • Forward the conversion to Google Ads, Meta, TikTok, GA4, etc.

That’s it. You’ve effectively recreated the conversion event even though no client-side trigger existed.

This restores:

  • attribution
  • campaign optimization
  • retargeting accuracy
  • revenue reporting