AI Visibility Scorecard
Froomkin.com -- Home of Froomkins on the World Wide Web
froomkin.com · Education
Borderline visible. AI bots can crawl Froomkin.com -- Home of Froomkins on the World Wide Web, 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
Meta AI · Claude · Apple Intelligence · ShapBot
#24,592 of 937,769 in Education for AI visibility
49
AI Naming Predictability
iRarely named · 49/100
Education average 14
Top 10% of Education
See what's behind this score →5
-
Network Authority
iNot connected yet
Education average 0.0
0 relationships · Education average 4
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Education average 13
See what's behind this score →0
About Froomkin.com -- Home of Froomkins on the World Wide Web
from our crawl and measurement
"Home of Froomkins on the World Wide Web Your Hosts: Dan Froomkin -- White House Briefing columnist for washingtonpost.com, deputy editor of NiemanWatchdog.org, Washington, D.C." That is how Froomkin.com introduces itself. When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Froomkin.com -- Home of Froomkins on the World Wide Web
- Website ·
- froomkin.com
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 8, 2026
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
Fair
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
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 4.7/10, Froomkin.com -- Home of Froomkins on the World Wide Web is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Froomkin.com -- Home of Froomkins on the World Wide Web
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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.
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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/froomkin
Cite this score: Engagemii (2026). "AEO Score for Froomkin.com -- Home of Froomkins on the World Wide Web." Retrieved from https://engagemii.com/aeo/brands/froomkin
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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