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

29%

29% -- sites with tap target risk for vibecoded websites (2026)

2026  · n=85  · Harvv

29% of audited vibecoded websites (25 of 85) had mobile tap-target risks with interactive elements smaller than WCAG 44x44px minimums.

  • Audit evaluated server-rendered HTML and Tailwind defaults
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Attribution: Harvv View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
29%
Unit
Percentage
Data Vintage
2026
Entity
vibecoded websites
Sample Size
85
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
75
Source Trust
60
Citation Chain
60
Independence
30
Methodology
45
Freshness
95
Harvv Primary Tier B
https://harvv.com/research/lovable-friction-tax ↗
Confidence: 59/100 Vintage: 2026 Channel: Deep Crawl
Source Article
The Lovable Friction Tax: 4 Production Failures | Harvv
The Lovable Friction Tax: 4 Production Failures Costing 8 Million Builders Lovable hit $200M ARR and 8 million users in twelve months. Every Lovable app inherits four documented production failures the platform cannot fix from inside: SEO invisibility, reactivity drift, mobile breakage, and a securi…
Original Research
Harvv · Original study ↗

Harvv audit of 85 vibecoded sites

Methodology documented
Industrymarketing
Plain Text
vibecoded websites: 29% sites with tap target risk. Source: Harvv (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/vibecoded-tap-target-risk-29pct
HTML Embed
<blockquote cite="https://lighthousedata.io/data/vibecoded-tap-target-risk-29pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>29%</strong> -- sites with tap target risk for vibecoded websites<br><small>Source: Harvv (2026) · <a href="https://lighthousedata.io/data/vibecoded-tap-target-risk-29pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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