A founder tells me they've capped their target CPA to keep spend under control. It sounds responsible. It's the opposite.
A target CPA is not a budget guardrail. It's an instruction to Google's Smart Bidding, and the instruction a low one gives is blunt: find me the cheapest conversions you can.
What a low target CPA actually tells Google
Smart Bidding obeys. It goes and finds the cheapest conversions on the table: small buyers, low intent, the ones who convert without costing much. For a while the dashboard looks great. CPA is low, conversions tick up, everyone's happy.
Then it stalls. Once the cheap traffic is used up, there's nowhere left to go, because the higher-value buyers you actually want sit above your CPA ceiling and the algorithm was never allowed to bid for them. Google even has a name for that state: "Limited by bid strategy", and its own guidance is to raise the target.
Why it bites hardest in B2B
In B2B the distance between a cheap lead and a real buyer is enormous. A $50 target trains Google to optimize for the $50 lead, not the account that closes at $40,000. You end up with a full pipeline of the wrong people and a cost per lead that looks fantastic, right up until sales tells you none of them close.
The number that matters isn't what a conversion costs. It's what a customer is worth.
What we do instead
The sequencing that actually works:
- Raise the target, or drop the cap. Give Smart Bidding room to compete for higher-value buyers instead of only the cheap ones. Yes, your CPA goes up. So does the quality of who you acquire.
- Optimize to value, not volume. Switch to Maximize Conversion Value and feed it real conversion values, so it chases worth rather than headcount.
- Send it the right signal. Pass back-end value, pipeline or closed-won, into the account so "cheap" stops meaning "good." The algorithm is only ever as smart as the goal you hand it.
This is core to how we run Google Ads: every bid target pointed at pipeline, not at a comfortable-looking cost per conversion.
The takeaways
- A target CPA is an instruction to the algorithm, not a cap on spend.
- Set it too low and Google optimizes for the cheapest, lowest-intent conversions, then stalls.
- In B2B the cheap lead and the real buyer are worlds apart; optimizing to CPA gets you the wrong ones.
- Raise the target, or switch to Maximize Conversion Value and feed it real values.