VERDICT
Should I use Northbeam?
Multi-touch attribution and media mix modeling for profitable growth, powered by industry-leading machine learning models. - northbeam.io
Depends. Buy if you are a scaling e-commerce brand with heavy paid-ad spend where better attribution clearly pays for itself. Skip if you are small or early — demo-gated premium pricing and ML complexity outweigh the value until you're spending real money on ads.

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