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When exactly should I kill a product vs. kill a creative vs. kill an adset?

Asked at every stage from beginner to intermediate — constant source of expensive mistakes

These are three different decisions with different thresholds. Operators who conflate them burn money on dead products and kill viable ones prematurely.

  • Kill a creative: After 4× your target CPA in spend with no purchase AND ATC below 3%. If ATC is above 3% but no purchase, keep the creative and fix the page/offer first.
  • Kill an adset: After 7 days, spend is above 2× target CPA, ROAS is below break-even, and multiple creatives inside have already been evaluated. Don't kill a single adset in isolation on day 2.
  • Kill a product: After testing 4–6 truly different angles (not just visual variations — different desires, different personas, different pain points) with a total of 15–20 creatives, and no angle has hit ATC above 8% or ROAS above break-even with real spend. This takes at least $500–$300 minimum to diagnose honestly.

The correct kill sequence: first optimize creatives, then fix the page/offer, then kill the product. Most operators jump straight to "the product is dead" after testing one angle with three ads.

Tactical FixBefore killing anything, ask: have I tested at least 4 genuinely different angles? Have I verified my pixel is tracking correctly? Have I run a test order to confirm checkout works? If any of those is "no," the kill decision is premature.

See this in practice: Pick Your Ad Angles

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