AI Visibility Scorecard
Design to read: guidelines for people who do not read easily
designtoread.com · Food & Beverage
Borderline visible. AI bots can crawl Design to read: guidelines for people who do not read easily, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 3 times
Claude · Apple Intelligence · Meta AI
#383,738 of 1,393,668 in Food & Beverage for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Design to read: guidelines for people who do not read easily
from our crawl and measurement
Design to read: guidelines for people who do not read easily describes itself simply: "Orignally published in the June 2010 issue of UXPA User Experience, our work originated in the ‘Design to Read’ project." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Under the hood there is a readable heading structure, but the score is capped by what is missing: structured data describing the business, an llms.txt file, a sitemap.
Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.9/10, Design to read: guidelines for people who do not read easily is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What makes reading difficult?
Reading is a complex process that starts with recognising words. Skilled readers use a combination of recognising word shapes, processing letters in familiar chunks—like “ing” or “tion”—and reading words in clusters that are relevant for meaning. Reading letter by letter is a last resort for unfamiliar words. Skilled readers in a hurry read selectively, skimming and scanning to pick out crucial points.
Is this your brand?
The exact fixes for Design to read: guidelines for people who do not read easily
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/designtoread
Cite this score: Engagemii (2026). "AEO Score for Design to read: guidelines for people who do not read easily." Retrieved from https://engagemii.com/aeo/brands/designtoread
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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