GA4 tries to attribute by channels without tying to CRM and financial data, so numbers look nice but miss the real picture.
In real projects I’ve seen GA4 credit a channel while revenue comes through other touchpoints - a story without money.
Why is reporting an illusion without revenue comparison?
Without revenue you can’t gauge true value per channel; conversions and ROI diverge between GA4 and CRM, leading to wrong budget choices.
It’s like a picture with no angle: numbers are inspiring, but the path and finances tell a different tale.
What can we take away?
• Need to check data consistency between GA4 and CRM, understand how view-through and Conversions API work and which identifiers glue data together.
• Without a single truth source, data splits into behavior signals and revenue, and business decisions miss the mark.
Direction:
• Set up a unified identifiers pipeline between GA4, CRM and the financial system, test the approach on a single channel and document the methodology for the team.
• Regularly monitor data quality, identify duplicates and gaps, and adjust dashboards to reflect the integrated data as it improves.
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