Best Tips for A/B Testing PPC Ads?

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Darkspire

BANNED

Sep 4, 2025

9

21

• Sep 10, 2025

• #1

I’ve been running a few PPC campaigns and want to get more systematic with A/B testing. What’s the best way to test ads without wasting too much budget? Should I focus on headlines, landing pages, or bidding strategies first? Curious what works best for you guys.

 

GyaradosGrind

BANNED

Aug 6, 2025

60

22

• Sep 10, 2025

• #2

Landing pages usually give the biggest lift. Even a small tweak to headline placement, button color, or form length can double conversions.

 

roydan

Elite Member

Dec 17, 2013

5,635

14,571

• Sep 10, 2025

• #3

You can't test ad creative (at least on search) without spending a lot, so I'd start with the LP.
Bidding strategies is also an expensive test, assuming you're after a statistically significant results.

 

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BlackToonZ

Registered Member

Aug 6, 2025

74

21

• Sep 10, 2025

• #4

Don’t kill a test too fast. You need enough data (clicks + conversions) before deciding. Otherwise, you’ll just chase random noise.

 

DarkOtakuX

BANNED

Aug 6, 2025

56

17

• Sep 10, 2025

• #5

Use A/B testing tools or even Google Ads drafts/experiments if you’re running search campaigns. Makes it way easier to keep things clean.

 

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BlackHatZetto

BANNED

Aug 7, 2025

67

37

• Sep 10, 2025

• #6

Keep budgets small during testing, then scale the winner. No need to blow hundreds on a single test.