Product Title A/B Tester
Test multiple product title variations and measure which performs best. AI generates title variants, tracks impressions and CTR, and declares winners with statistical confidence.
A/B Test
99% confidence · Winner: Title B
기능
AI Title Variant Generation
Enter your current title and AI generates 3-5 variants: different keyword order, feature emphasis, format (with/without specs, brand first/last).
Statistical Significance
No guessing — AI calculates statistical confidence. "Title B has 95% confidence of outperforming Title A by 12% CTR."
Multi-Platform Testing
Test titles simultaneously on Google Shopping, Amazon, and organic search. Same product, different winning titles per platform.
Auto-Winner Selection
Set rules: "When 95% confidence reached, automatically switch to winning title." No manual intervention needed.
사용 방법
Create Test
Select product and generate title variants or write your own.
Run Test
Variants rotate automatically. AI tracks impressions, clicks, and CTR.
Apply Winner
AI declares winner at statistical significance. Apply winning title.
실제 적용 사례
A/B Test
Input
Testing 3 title variants for wireless earbuds
Output
A/B Test Results — Day 14: Title A (control): "Wireless Bluetooth Earbuds" Impressions: 12,400 | CTR: 2.1% Title B: "Wireless Earbuds — 40H Battery, ANC, IPX7" Impressions: 12,200 | CTR: 3.4% ⭐ WINNER Title C: "Premium ANC Wireless Earbuds Under $50" Impressions: 12,100 | CTR: 2.8% 🏆 Title B wins with 99% confidence CTR improvement: +62% vs control Recommendation: Apply Title B ✓
자주 묻는 질문
How long does a test take?
Depends on traffic. High-traffic products: 3-7 days. Low-traffic: 2-4 weeks. AI tells you when statistical significance is reached.
Does it test on multiple platforms?
Yes. Test the same product's title on Google Shopping, Amazon, and organic search simultaneously. Different platforms may have different winners.