Budgets and unit economics
Last updated 2026-09-19
Possible contributors include creative fatigue, auction changes, audience saturation, tracking problems, seasonality, offer changes and delivery edits. Rising frequency alongside cost is a clue, not proof of fatigue. Compare reach, spend, funnel conversion, qualification and recent changes before deciding whether to change the creative, targeting, offer or budget.
| Symptom | Likely cause | Fix |
|---|---|---|
| Frequency up, cost up | Creative fatigue | Refresh creative |
| Frequency flat, cost up | Auction pressure or seasonality | Wait, or narrow targeting |
| Reach falling, cost up | Audience exhaustion | Widen audience or new catchment |
| Cost up right after an edit | Learning phase restarted | Revert, or wait it out |
| Cost flat, quality down | Optimisation drift | Check the optimisation event |
The last row is the one that gets missed, because cost per lead looks fine. If quality falls while cost holds, the campaign is finding a cheaper, worse population — usually because the optimisation event is a form fill rather than a qualification.
Do not raise the budget to compensate. A significant budget increase restarts learning, so you add an unstable phase on top of whatever the original problem was, and now you cannot tell them apart.
Diagnose, then change one thing.
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