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

44.83%

44.83% -- conversion lift for AI-generated landing page vs human-designed landing page (2026)

2026  · n=124  · Crazy Egg

An AI-generated landing page achieved a 44.83% relative conversion lift over a human-designed version in an A/B test.

  • Small sample size analyzed (124 visitors on the AI variant, 176 on the human variant)
  • Single A/B test on Crazy Egg Web Analytics landing page
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Attribution: Crazy Egg View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
44.83%
Unit
Percentage
Data Vintage
2026
Entity
AI-generated landing page vs human-designed landing page
Sample Size
124
B
Strong, reliable evidence

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

76/100 confidence
Extraction
95
Source Trust
50
Citation Chain
90
Independence
30
Methodology
45
Freshness
94
Crazy Egg Primary Tier A
https://www.crazyegg.com/blog/ai-vs-human-landing-page/ ↗
Confidence: 66/100 Vintage: 2026 Channel: Common Crawl
Source Article
I Let AI Redesign a Landing Page. It Beat Our Human-Designed Version by 44%.
I’ll be upfront: I wasn’t sure this would work. The idea was simple. Take Crazy Egg’s existing Web Analytics landing page (written and designed by an experienced human team) and build a competing version using AI. Then A/B test them against each other and see which converts better. The AI landing pa…
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Original Research
Crazy Egg · Original study ↗

A/B test with 54,000 visitors per variant, focusing on visitors who landed on the web analytics page and signed up.

Methodology documented
IndustryB2B Company SizeMid-market RoleAll marketers Channelmulti-channel
Plain Text
AI-generated landing page vs human-designed landing page: 44.83% conversion lift. Source: Crazy Egg (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-landing-page-conversion-lift
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ai-landing-page-conversion-lift" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>44.83%</strong> -- conversion lift for AI-generated landing page vs human-designed landing page<br><small>Source: Crazy Egg (2026) · <a href="https://lighthousedata.io/data/ai-landing-page-conversion-lift" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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