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No, it is not going to attribute false conversions to Google Ads. Google Tag Manager or pixels on the thank you page that fire are dependent on the traffic source. For example, organic Instagram traffic will show as organic in GA4/Meta and not as paid Google. So, your attribution will remain clean as long as UTM parameters are not impersonating paid campaigns. Just testing a few organic flows will give you a confirmation.
