AI Visibility Scorecard
andreafowler.com · Technology
Borderline visible. AI bots can crawl Words are design, 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 2 times
Claude
#2,302,851 of 2,704,519 in Technology for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Technology average 28
Top 49% of Technology
See what's behind this score →4
-
Network Authority
iNot connected yet
Technology average 0.0
0 relationships · Technology average 4
See what's behind this score →5
0
from our crawl and measurement
"Andrea Fowler: User experience writer & content strategist." That is how Words are design introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.5/10, Words are design is crawlable but under-signaled - fixable, and the signals above are where to start.
What is a UX writer?
I created this word cloud using 50 job descriptions for “UX writer” and “UI writer”. And to be honest, I am pleasantly surprised how accurate this word cloud is for describing what I do on my job. Hi, I’m Andrea.
How do screen readers know what to say? (HDSRKW2S Part 1)?
As a UX writer, I can’t write good screen reader text unless I know what the element is going to say automagically.
Why can’t placeholder/watermark text in fields be used as the field label?
Placeholder text in fields isn’t accessible. And although it can be made accessible to screen readers, it is still inaccessible to people with low-vision or cognitive disabilities. Placeholder text MUST NOT be used as the only method of providing a label for a text input. WCAG 1.3.1: https://www.w3.org/WAI/WCAG21/Understanding/info-and-relationships.html The label MUST persist!
Is this your brand?
The exact fixes for Words are design
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/andreafowler
Cite this score: Engagemii (2026). "AEO Score for Words are design." Retrieved from https://engagemii.com/aeo/brands/andreafowler
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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