Open any ad dashboard and the story looks good. Conversions are attributed, return on ad spend is green and every platform claims the same customer. Reading paid social properly means questioning those numbers before you scale budgets on them.
Compare platform data with your own
We always reconcile platform-reported results with the business's own sales or bookings data. If the platforms together claim more conversions than the business actually recorded, attribution is double counting. Blended metrics, such as total revenue divided by total ad spend, keep everyone grounded.
The most honest number is the one your finance team recognises.
Test for lift, not just activity
The real question is not whether people who saw an ad bought something. It is whether they bought because of the ad. Holdout tests, regional splits and simple on and off experiments reveal the incremental value of a campaign far better than click-through rates.
These tests do not need to be complex. Pausing a campaign in one region for two weeks and comparing sales can answer questions that months of dashboard watching cannot.
Judge creative separately from targeting
When results dip, teams often blame the audience settings first. In our experience, creative fatigue is the more common culprit. We track performance by creative concept as well as by audience, and refresh hooks and formats before frequency starts to hurt.
Most targeting problems are creative problems in disguise.
Paid social rewards curiosity and punishes wishful thinking. Keep asking whether the numbers would survive a hard question, and budgets will follow the campaigns that truly earn them.
ARQ ONE Studios / Journal
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