> For the complete documentation index, see [llms.txt](https://booleanmaths.gitbook.io/booleandocs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://booleanmaths.gitbook.io/booleandocs/release-notes/update-250630.md).

# Release #06 - Increased accuracy for 3rd Party Checkouts

Here’s what’s new in BooleanMaths over the past three weeks, focused on making attribution, tracking, and performance even better for your marketing stack:

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#### 1. Smarter Conversion API Integrations

* **Meta CAPI Now Includes Device & Browser Info**\
  We now send additional data like **UserAgent**, **fbp**, and **external\_id** with Meta CAPI events. This should result in higher match rates and more accurate attribution on Meta Ads.
* **Google Ads CAPI Updated**\
  We’ve upgraded to the latest version of the Google Ads Conversion API. This ensures continued reliability and compatibility with your Google campaigns.

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#### 2. Attribution Engine Improvements

* **Better Session Stitching Across Touchpoints**\
  Enhanced logic to connect users across sessions and devices to ensure more complete user journeys and multi-touch attribution accuracy.
* **Attribution Model Fixes**\
  Fixed edge-case issues in model outputs to ensure consistent and clean reporting to deliver reliable ROAS and performance insights.

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#### 3. Order & Checkout Tracking Enhancements

* **Improved Shopify Webhook Tracking**\
  We now track orders from third-party checkouts like **Shopflo** and **Shiprocket** with greater accuracy. This will enable end-to-end visibility, even for orders processed outside native Shopify checkout.
* **Returns Tracking Now Available**\
  Return events from Shopify are now logged in your Orders Table to help with more accurate revenue calculations and refund-adjusted performance reporting.

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#### 4. Performance Boosts Across the Platform

* **Faster Dashboards & Reporting**\
  Significant improvements in speed across **Ads Manager, Orders, and Attribution Dashboards**.
* **Improved Real-Time Tracking Stability**\
  Smoother and more reliable tracking of live visitor activity and conversions using a decoupled cache for live users.
