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The client noticed their ad reports showed 300 purchases while their Shopify store only had 100 actual orders. This 3x data inflation was causing the ad algorithm to overspend on the wrong audiences and provided a false sense of high ROAS.
Using GTM Debug Mode, we found that the purchase event was firing from the Browser Pixel, the Server API, and a hardcoded Shopify integration simultaneously.
We configured a unique Event ID variable in GTM that attaches to every transaction. This allows Facebook and Google to recognize identical events and count them as one.
We removed the redundant hardcoded pixels and verified the fix using the Facebook Test Events tool, confirming that "Deduplicated" status was active.
Data inflation was completely eliminated. The client now sees 100% accurate purchase data in their Ads Manager, allowing for true ROAS calculation and confident scaling.