MarketFlowUpA forecast isn't a promise — it's a probability. When the dashboard predicts a campaign will hit a $4 CPA, it's saying 'based on current trends, this is the most likely outcome'. The value is in what you do next.
Use forecasts to allocate, not to admire. If channel A is predicted to outperform channel B, that's a signal to move budget before the month is over, not after.
Treat large gaps between forecast and reality as alarms. They usually mean something changed — a creative fatigued, a competitor entered, a landing page broke. The forecast's real job is to make those changes visible quickly.