Meta Ads
A Meta ad with zero sales is not automatically a bad ad. The missing context is how much opportunity it has had to generate one. An ad that has spent $8 with no purchase is very different from one that has spent $400. The same is true for a $25 impulse product versus a $1,500 product with a longer buying cycle.
Start with your target acquisition cost. If your target CPA is $45 and the ad has spent $15, there is not much purchase data to judge. If it has spent several times the amount you can profitably pay for a customer without producing useful lower-funnel activity, the case for pausing becomes much stronger. But do not look at spend alone.
An ad can fail in different ways.
Context from the same account is useful. If three creatives each generated purchases around your target CPA and one has spent heavily without any meaningful funnel activity, you have stronger evidence than if the whole account is struggling.
A good pause decision sounds like this: “This ad has spent enough relative to our target CPA, its click quality is weaker than the alternatives, and it has produced no lower-funnel signals.”
A poor pause decision sounds like: “It hasn't sold anything today.”
Paid social is noisy. The goal is to remove persistent losers without cutting promising ads before they have had a fair chance.
If you are unsure which Meta ads deserve more budget and which are simply wasting spend, send us an inquiry. We can review the decisions against your actual Shopify sales.