B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Current

11.4%

11.4% -- bounce rate change for Unified Customizer hat customizer (ecommerce site A/B test variation vs. control) (2026)

2026  · CRO Case Studies (crocasestudies.com)

The unified customizer variation resulted in an 11.4% change in bounce rate compared to control.

  • The sign convention for bounce rate is not explicitly defined, though reported as +11.4%.
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Attribution: CRO Case Studies (crocasestudies.com) View source
Lighthouse Research Team
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Source verified Evidence graded
Value
11.4%
Unit
Percentage
Data Vintage
2026
Entity
Unified Customizer hat customizer (ecommerce site A/B test variation vs. control)
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
60
Freshness
95
CRO Case Studies (crocasestudies.com) Primary Tier A
https://crocasestudies.com/case-studies/237 ↗
Confidence: 59/100 Vintage: 2026 Channel: Deep Crawl
Source Article
Unified Customizer streamlines hat orientation options, boosting conversions and reducing choice paralysis
Unified Customizer streamlines hat orientation options, boosting conversions and reducing choice paralysis Discover how a unified hat customizer and text orientation toggle increased conversions by 12.4%. Simplify user experience and inspire action! Metric Revenue per visitor (RPV) Lift change +12.4…
Original Research
CRO Case Studies (crocasestudies.com) · Original study ↗

Bounce rate change reported as "+11.4%" in the case study; sign convention is ambiguous — given the reported conversion gains and stated goal of reducing choice paralysis, this may represent an 11.4% improvement (reduction) in bounce rate, but the source does not clarify direction. Extracted verbatim as published.

Methodology documented
Industrymarketing
Plain Text
Unified Customizer hat customizer (ecommerce site A/B test variation vs. control): 11.4% bounce rate change. Source: CRO Case Studies (crocasestudies.com) (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/unified-customizer-bounce-rate-change
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<blockquote cite="https://lighthousedata.io/data/unified-customizer-bounce-rate-change" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>11.4%</strong> -- bounce rate change for Unified Customizer hat customizer (ecommerce site A/B test variation vs. control)<br><small>Source: CRO Case Studies (crocasestudies.com) (2026) · <a href="https://lighthousedata.io/data/unified-customizer-bounce-rate-change" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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