Distinguish the stages
A lead, a trial and a paying customer are different outcomes. Review the objective and available tracking before drawing conclusions.
SaaS
Explore ad performance and product messaging alongside your acquisition objectives. Keep conversion definitions and reporting periods visible when comparing results.
Illustrative example · fictional account
| Metric | Previous | Current |
|---|---|---|
| Spend | $600 | $600 |
| Conversions | 20 | 15 |
| CPA | $30 | $40 |
What changed: At the same spend, conversions fell from 20 to 15. CPA rose by 33.3%.
Check attribution delays, conversion tracking and the mix of ads before assigning a cause. Then compare creative and audience results over the same periods.
A lead, a trial and a paying customer are different outcomes. Review the objective and available tracking before drawing conclusions.
Use account findings to prepare a product or customer-led creative test.