The problem
Why ad spend goes up on a feeling.
Paid media leaks money for a product brand in quiet ways. A program run without testing or tracking struggles with:
- A boosted post on one platform with one creative
- No idea which sale an ad drove
- One angle, shot once, run until it stops working
- No pixel or conversions API on the store
- Budget that follows the loudest opinion in the room
- Ads that reach consumers but never the trade that stocks you
These leaks don’t just waste budget. Nobody knows what the second angle would have done, and spend goes up on a feeling instead of the cost per customer.
Charm fixes this by testing angles per persona and tracking every sale to the ad.








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