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AI Visibility Scorecard
Fred Hohman
fredhohman.com · Media & Entertainment
Somewhat visible. AI bots can read Fred Hohman, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Apple Intelligence · Claude · Meta AI
#72,278 of 1,898,240 in Media & Entertainment for AI visibility
6.4
/10
AEO Score
About Fred Hohman
from our crawl and measurement
"Hi, I'm Fred Hohman I'm a Research Scientist at Apple CV Projects Everything Else I design and develop interactive interfaces to help people understand machine learning models and." That is how Fred Hohman introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
7
Forum and community discussion.
Social Mentions
0
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 6.4/10, Fred Hohman has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Fred Hohman
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/fredhohman
Cite this score: Engagemii (2026). "AEO Score for Fred Hohman." Retrieved from https://engagemii.com/aeo/brands/fredhohman
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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