Smart+ vs manual app campaign: +50% conversions, −30% cost each
Commentary byROASArchiveOur analysis, not theirseasypaisa ran a TikTok Smart+ app campaign against a manually managed one with the same bids and budgets, and Smart+ drove 50% more conversions at a 30% lower cost per conversion.
It also got 24% more impressions at a 15% lower CPM.
- Conversions: +50% (nearly 1.5x). Smart+ found many more activations for the same budget.
- Cost per conversion: −30%. Each activation was cheaper.
- Impressions: +24% at a 15% lower CPM. Smart+ bought cheaper reach.
- Conversion rate: about the same. The gain came from more and cheaper traffic, not better conversion.
The change
Before
A manually managed TikTok app campaign for easypaisa, a digital financial services app in Pakistan, aimed at app downloads and user acquisition.
After
A Smart+ campaign set up with the same bid amounts and budgets as a comparison. The page does not say whether the two ran at the same time or how long the test lasted.
Our reading: why it likely worked
Our interpretation, not the advertiser's claim.
- Because conversion rate stayed flat, most of the win seems to come from cheaper media (lower CPM) rather than better targeting.
- Automated delivery can spread spend across more placements and audiences than a manual setup, which tends to lower CPM.
- Matching bids and budgets makes this fairer than most before/after stories, but how users were split is not described.
Caveats: Vendor-reported: TikTok published this test of its own Smart+ product. No absolute numbers, spend, test length or post-install quality metrics are shared, and it is a single account.
How to run this in your account
- Hypothesis
- If we run Smart+ against our manual app campaign with the same bids and budget, then cost per activation will drop because automation can buy cheaper impressions across more inventory.
- Primary metric
- CPA
- Guardrails
- Conversion rate
- Post-install quality (e.g. day-7 retention)
- CPM
- Who should try it
- App advertisers with enough daily conversions for automation to learn. It may fit less well if you need tight control over who sees the ads, for example for compliance reasons.
Who got the result
TikTok for Business · easypaisa published this result (Platform success story). The numbers are theirs; the summary and commentary on this page are ours.
Questions
Is TikTok Smart+ better than manual campaigns for app installs?
In easypaisa's test with matched bids and budgets, Smart+ drove 50% more conversions at 30% lower cost.
Results from one account may not carry over to yours.
Why did Smart+ lower cost per conversion?
Conversion rate stayed about the same, while CPM fell 15% and impressions rose 24%.
So the saving mostly came from cheaper reach.
How do I test Smart+ fairly?
Copy easypaisa's approach: give both campaigns the same bids and budgets.
Running them at the same time also keeps seasonal swings out of the comparison.