We Tested 2,400 Ad Variations. Only 1 in 8 Actually Moved the Needle
Ad Copy Performance
🔬 Research
Vol.15New

We Tested 2,400 Ad Variations. Only 1 in 8 Actually Moved the Needle

Most ad variation tests produce no measurable result. Across 2,400 RSA variations, only 1 in 8 moved the needle — here's what the winners had in common.

2,400
ad variations analyzed
1 in 8
variations that moved the needle
12%
avg. CTR lift from winners
47
accounts in the study set
UB
Ulvi B.
Senior Data Analyst
Mar 10, 2025
9 min read
Ad Copy TestingPerformance AnalysisResearchData-DrivenBest PracticesCampaign Optimization
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UB
About the author
Ulvi B.
Senior Data Analyst

Ulvi leads quantitative research at Scaletrics, building the analytical frameworks behind the platform's search-term and budget intelligence systems. He has audited 150+ Google Ads accounts across e-commerce, SaaS, and lead generation.

Ad Copy TestingPerformance AnalysisResearchData-DrivenBest PracticesCampaign Optimization
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