Common Performance Max Mistakes in 2026 (Yes, These Still Happen)
By 2026, Performance Max mistakes are rarely technical. They’re strategic. The platform does exactly what it’s told — sometimes a little too well.
Here are the most common Performance Max optimisation mistakes we still see, with examples that explain why results go sideways.
Mistake #1: One Performance Max Campaign Doing Everything
Trying to make one Performance Max campaign handle every goal usually leads to confused delivery and inflated CPAs.
What typically happens:
- Google prioritises the easiest conversions (usually brand traffic)
- Prospecting gets underfunded
- Reporting becomes impossible to interpret.
“Performance Max isn’t confused — it’s just following bad instructions very enthusiastically.

In a mid-sized ecommerce account, splitting one all-in-one campaign into two clear objectives:
- Prospecting (new customers)
- Efficiency (existing demand)
Resulted in:
- 31% lower CPA
- Smoother spend distribution
- Clearer insight into what was actually driving growth
Mistake #2: Letting Auto-Created Assets Run the Show
Auto-created assets are useful — until they become the only assets.
Common symptoms include:
A. Generic headlines with zero differentiation
B. Auto-generated videos made from stock images
C. Ads that technically exist but emotionally don’t
“Auto-generated ads are what happens when Excel tries copywriting.”
A B2B SaaS advertiser replaced auto-created text and video with human-written copy and two simple product videos.
Within 30 days:
1. CTR increased 38%
2. Cost per qualified lead dropped 24%
3. YouTube inventory started converting,
not just “existing”

Mistake #3: Optimising for the Wrong Conversions
Performance Max will optimise for whatever you define as success — even if that success is meaningless.
The most common offenders:
- Newsletter signups
- Low-intent contact forms
- Pageview-based micro conversions
One service-based account removed low-quality actions from its primary optimisation goal and focused only on revenue-driving leads.
The result:
A. Revenue per lead increased
41%
B. CPA increased slightly (+6%)
C. Sales team complaints decreased dramatically (rare but powerful metric)
Optimising for low-intent conversions is like giving your campaign a gold star ⭐ every time someone looks at the homework instead of doing it.
Mistake #4: Never Refreshing Creative
Performance Max doesn’t get bored. Audiences do.
Accounts that leave creative untouched for months typically see:
- Gradual CPA creep
- Falling CTR
- “Performance just dropped for no reason” conversations
A DTC brand refreshing creative every
30–45 days saw:
- Spend scale
+62%
- CPA remain stable
- Performance recover without touching bidding

Mistake #5: Blindly Applying Google Recommendations
Recommendations are suggestions — not commandments.
Following every recommendation often leads to:
A. Budget increases
B. Broader targeting
C. Less control, not more performance
One advertiser applied all recommendations for 30 days:
- Spend increased 45%
- Conversions rose 12%
- CPA worsened
29%
Rolling back non-essential changes restored performance within two weeks.
Google recommendations are helpful… just not always for your bank balance.
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