AI Visibility Scorecard
Edward Benson
edwardbenson.com · Technology
Somewhat visible. AI bots can read Edward Benson, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 12 times
Claude · Meta AI · Apple Intelligence · ShapBot
#127,574 of 2,706,022 in Technology for AI visibility
58
AI Naming Predictability
iNamed sometimes · 58/100
More likely to be named than 98% of Technology companies
5
AEO Visibility
iBorderline · 5.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
12
AI Adoption
iBasic · 12/100
About Edward Benson
from our crawl and measurement
Edward Benson is a business whose own site puts it this way: "Ted Benson is an AI researcher turned entrepreneur." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
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
Fair
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
Good
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
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Good
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 5.4/10, Edward Benson has a working base to build on - fixable, and the signals above are where to start.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/edwardbenson
Cite this score: Engagemii (2026). "AEO Score for Edward Benson." Retrieved from https://engagemii.com/aeo/brands/edwardbenson
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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