AI Visibility Scorecard
The Frontier
readfrontier.org · Healthcare
Somewhat visible. AI bots can read The Frontier, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 94 times
Meta AI · Claude · Apple Intelligence · Perplexity
#2,128 of 924,298 in Healthcare for AI visibility
73
AI Naming Predictability
iAI names companies like this often · 73/100
More likely to be named than 99% of Healthcare companies
6
AEO Visibility
iBorderline · 5.5/10
50
Muse Index Score
iAI agent readiness
Agent-ready · 50/100
0
AI Adoption
iNone detected · 0/100
About The Frontier
from our crawl and measurement
The Frontier is a business whose own site puts it this way: "Donate to The Frontier today to support local investigative journalism." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: 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. It is passable on some structured data. What holds it back is credibility markers like credentials or reviews.
Away from its own site, 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 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Good
Press and news coverage.
Community
Fair
Forum and community discussion.
Social Mentions
Good
Social discussion and mentions.
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 5.5/10, The Frontier has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for The Frontier
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/readfrontier-org
Cite this score: Engagemii (2026). "AEO Score for The Frontier." Retrieved from https://engagemii.com/aeo/brands/readfrontier-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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