A TikTok Shop Ads campaign dashboard quickly displays around twenty different metrics. The challenge is not finding them, it is knowing which ones actually deserve a decision, and which ones only reassure without changing the strategy.
Start from the end of the funnel, not the beginning
The natural instinct is to look first at impressions and click through rate, because those are the first numbers that appear. The right method does the opposite: start from conversion rate and acquisition cost, then move upstream only if a problem shows up at that level. A campaign with lots of clicks but few sales does not have a visibility problem, it has a mismatch between the creative and the targeted audience.
Do not judge a campaign before 48 to 72 hours
TikTok Shop Ads needs a learning phase to adjust delivery on a new campaign. Cutting or editing a campaign in the first hours, based on still unstable numbers, prevents the algorithm from finding its rhythm and skews the read on results.
Compare creatives against each other, not only in absolute terms
An acquisition cost that seems high in absolute terms can still be excellent if it stays below that of other creatives tested in parallel. The most useful way to read a dashboard is to rank creatives against each other, rather than judging each number in isolation against a theoretical target.
A dashboard exists to compare and decide, not to collect numbers that lead to no action.
Key takeaways
- Start from conversion rate and acquisition cost, then move upstream if needed
- Give a freshly launched campaign 48 to 72 hours before judging it
- Compare creatives against each other rather than judging each number in isolation
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