B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
26%
26% -- consumer complaint rate phone menu text size for US restaurant diners (2026)
26% of US restaurant diners complain that text on a phone menu is too small.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
26%
Unit
Percentage
Data Vintage
2026
Entity
Geography
US
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
Toast
Primary
Tier B
https://u2l.ai/blog/qr-codes-for-restaurants ↗
Source Article
QR Codes for Restaurants: Menu, Ordering, Reviews & More (2026 Guide) | U2L AI Blog
QR Codes for Restaurants: Menu, Ordering, Reviews & More (2026 Guide)
12 ways smart restaurants use QR codes in 2026: dynamic menus, ordering, payments, reviews and more. Real case studies, honest data, and what diners want.
A QR code on a table tent looks like a tiny black square. Behind it sits a …
Original Research
Toast
· Original study ↗
Methodology
Toast guest survey, cited by U2L AI blog
Methodology documented
Segmentation
IndustryRetail
RegionUS
Channelcontent
Cite this stat
Plain Text
US restaurant diners: 26% consumer complaint rate phone menu text size. Source: Toast (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/diners-complain-phone-menu-text-small-2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/diners-complain-phone-menu-text-small-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>26%</strong> -- consumer complaint rate phone menu text size for US restaurant diners<br><small>Source: Toast (2026) · <a href="https://lighthousedata.io/data/diners-complain-phone-menu-text-small-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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