One pattern we keep seeing across finance, crypto, casino, ecommerce, and lead generation is a disconnect between the event being optimized and the event that actually creates revenue.
a campaign may report an excellent CPL or registration cost, while the advertiser is evaluating approved applications, completed KYC, first-time deposits, accepted leads, purchases, or customer value.
The reporting on both sides may be completely accurate. The problem is that they're measuring different definitions of success.
Before scaling, I'd want to understand what happens after the initial conversion and whether that information is making its way back into the optimization process.
Sometimes the campaign doesn't need more volume. it needs a clearer signal.
Curious how others here handle this—what downstream event do you use to determine whether a campaign is genuinely working?
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