AI Visibility Scorecard
Professional User Interface Design and Information Design
billfernandez.com · Professional Services
Borderline visible. AI bots can crawl Professional User Interface Design and Information 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 7 times
Claude · Meta AI · Perplexity
#23,102 of 528,814 in Professional Services for AI visibility
20
AI Naming Predictability
iRarely named · 20/100
Professional Services average 8
Top 13% of Professional Services
See what's behind this score →4
-
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Professional Services average 18
See what's behind this score →0
0
About Professional User Interface Design and Information Design
from our crawl and measurement
"Professional user interface and information design, concept development and strategic consulting, for software and hardware development projects, by a world-class User Interface Architect." That is how Professional User Interface Design and Information Design introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 7 times in our tracking, including ClaudeBot (Anthropic), Meta AI and PerplexityBot.
- Company ·
- Professional User Interface Design and Information Design
- Website ·
- billfernandez.com
- Industry ·
- Professional Services
- Location ·
- Albuquerque, New Mexico
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Oct 24, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Weak
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
Weak
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
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 read your site and name it in answers. At 4.2/10, Professional User Interface Design and Information Design is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Professional User Interface Design and Information Design
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Professional User Interface Design and Information Design.
Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/billfernandez
Cite this score: Engagemii (2026). "AEO Score for Professional User Interface Design and Information Design." Retrieved from https://engagemii.com/aeo/brands/billfernandez
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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