B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
44%
44% -- ab test win rate for Surefoot ecommerce clients (A/B tests from usability scorecard hypotheses) (2026)
Surefoot sees a 44% win rate in A/B testing results when hypotheses are pulled from usability scorecard results.
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Lighthouse Research Team
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Source verified
Evidence graded
Value
44%
Unit
Percentage
Data Vintage
2026
Entity
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Surefoot
Primary
Tier B
https://surefoot.me/blog-posts/unlocking-user-insights-crafting-a-usability-scorecard-to-drive-a-b-t… ↗
Source Article
Unlocking User Insights: Crafting a Usability Scorecard to Drive A/B Testing on Your Ecommerce Website | Surefoot
4 min read · Last updated April 30, 2026
Unlocking User Insights: Crafting a Usability Scorecard to Drive A/B Testing on Your Ecommerce Website
It's easy to become desensitized to your website's pain points when you see it every day. A Usability Scorecard offers a fresh perspective.
It's easy to bec…
Original Research
Surefoot
· Original study ↗
Methodology
Agency-reported internal A/B testing results when hypotheses are pulled from usability scorecard results
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Surefoot ecommerce clients (A/B tests from usability scorecard hypotheses): 44% ab test win rate. Source: Surefoot (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/surefoot-ab-testing-win-rate-scorecard
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<blockquote cite="https://lighthousedata.io/data/surefoot-ab-testing-win-rate-scorecard" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>44%</strong> -- ab test win rate for Surefoot ecommerce clients (A/B tests from usability scorecard hypotheses)<br><small>Source: Surefoot (2026) · <a href="https://lighthousedata.io/data/surefoot-ab-testing-win-rate-scorecard" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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