AI Visibility Scorecard
Design Regression
designregression.com · Media & Entertainment
Borderline visible. AI bots can crawl Design Regression, 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
Meta AI · Claude
#233,815 of 1,966,357 in Media & Entertainment for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 89% of Media & Entertainment companies
4
AEO Visibility
iBorderline · 4.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Design Regression
from our crawl and measurement
Design Regression describes itself simply: "Design Regression made by Rosetta Close Articles About Contribute Design Regression is a journalette (mini journal) publishing texts that are about design for reading and reading-related." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Weak
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
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Fair
Forum and community discussion.
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 4.2/10, Design Regression is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is a (universal) script grammar?
The notion of a script grammar is elaborated through considering the importance of users and their perceptual processes and connecting these to material images and methods of production. There is much to ponder and debate as David Březina seeks to describe characters in a way that is relevant to recognition, rather than technology. ->> 15 min read Research David Březina, Mary Dyson
Can we selectively attend to the top halves of letters and ignore the bottom halves?
We conducted a study online to address this question, comparing designers and non-designers. The results are somewhat surprising. ->> 10 min read Article Mary Dyson
The sequel to exploring disfluency: Do we remember the visual appearance of words?
We have expanded on our online study of disfluency to investigate whether the visual appearance of words is preserved in memory. ->> 14 min read Essay David Březina
Exploring disfluency: Are designers too sensitive to harder-to-read typefaces?
We conducted an online study to see if designers respond in a different way to non-designers to a less legible typeface (Sans Forgetica), exploring judgments and memory. ->> 14 min read Article David Březina, Andrea Churchill Wong, Mary Dyson, Matthew Lickiss
Is this your brand?
The exact fixes for Design Regression
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/designregression
Cite this score: Engagemii (2026). "AEO Score for Design Regression." Retrieved from https://engagemii.com/aeo/brands/designregression
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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