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AI Visibility Scorecard
The Thomas B. Fordham Institute
fordhaminstitute.org · Education
Somewhat visible. AI bots can read The Thomas B. Fordham Institute, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#20,785 of 902,029 in Education for AI visibility
6.8
/10
AEO Score
About The Thomas B. Fordham Institute
from our crawl and measurement
The Thomas B. Fordham Institute is a business whose own site puts it this way: "Thomas B. Fordham Institute is America's leading education reform think tank. Learn more about Ohio policy and sponsorships here." Its AI visibility score is 6.8 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on a workable page structure. What holds it back is structured data describing the business, credibility markers like credentials or reviews and the technical files AI engines look for, such as llms.txt or an open robots.txt.
Off the page, other sites link to it, it turns up in press coverage and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established and there is little discussion of it. Beyond that, AI engines do not yet recognise it as a distinct business.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
1
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
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
7
Press and news coverage.
Community
4
Forum and community discussion.
7
Reddit mentions and discussion.
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 6.8/10, The Thomas B. Fordham Institute has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Thomas B. Fordham Institute
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/fordhaminstitute-org
Cite this score: Engagemii (2026). "AEO Score for The Thomas B. Fordham Institute." Retrieved from https://engagemii.com/aeo/brands/fordhaminstitute-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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