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AI Visibility Scorecard
Road Back Foundation
roadback.org · Nonprofits
Somewhat visible. AI bots can read Road Back Foundation, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude
#36,421 of 754,754 in Nonprofits for AI visibility
6.2
/10
AEO Score
About Road Back Foundation
from our crawl and measurement
Road Back Foundation describes itself simply: "Road Back Foundation is dedicated to providing information on how antibiotic protocols can be used to treat all forms of rheumatic disease." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.2 out of 10, readable in places, missing in others.
Under the hood there is structured data on the page (WebPage, BreadcrumbList, WebSite) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
AI crawlers have visited the site 2 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 6.2/10, Road Back 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 Road Back 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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/roadback-org
Cite this score: Engagemii (2026). "AEO Score for Road Back Foundation." Retrieved from https://engagemii.com/aeo/brands/roadback-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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