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AI Visibility Scorecard
John Locke Foundation
johnlocke.org · think tanks
Well-positioned for AI search. The breakdown below shows where John Locke Foundation is still leaving points on the table.
Monitoring for AI engine activity
In the Engagemii AEO index
#304 of 331,769 in Legal for AI visibility
7.1
/10
AEO Score
About John Locke Foundation
from our crawl and measurement
John Locke Foundation describes itself simply: "Let's build a better North Carolina through effective education, fiscal, energy, agriculture, and healthcare policy." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.1 out of 10.
On the page itself the strengths are clear: structured data describing the business, a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. What holds it back is credibility markers like credentials or reviews.
Away from its own site, other sites link to it, AI engines recognise it as a distinct business, 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. Beyond that, nobody is discussing it where AI engines look.
It does link out to several social profiles, which helps engines tie the brand together. The business dates to 1990.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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
10
Recognized in AI knowledge graphs.
News Mentions
7
Press and news coverage.
Community
0
No community discussion yet.
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 7.1/10, John Locke Foundation has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for John Locke Foundation
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/johnlocke-org
Cite this score: Engagemii (2026). "AEO Score for John Locke Foundation." Retrieved from https://engagemii.com/aeo/brands/johnlocke-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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