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AI Visibility Scorecard
R. Shawn Williams, MFA
consultwill.com · Technology
Somewhat visible. AI bots can read R. Shawn Williams, MFA, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Apple Intelligence
#770,724 of 2,623,115 in Technology for AI visibility
5.1
/10
AEO Score
About R. Shawn Williams, MFA
from our crawl and measurement
R. Shawn Williams, MFA is a or an enhanced user experience. Charlotee, NC business whose own site puts it this way: "Award-winning AI Product Designer and UX Strategist with 20+ years of experience. Specializing in AI-driven UX, human-centered AI, machine learning design, and AI-powered digital." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.1/10, R. Shawn Williams, MFA has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for R. Shawn Williams, MFA
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/consultwill
Cite this score: Engagemii (2026). "AEO Score for R. Shawn Williams, MFA." Retrieved from https://engagemii.com/aeo/brands/consultwill
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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