AI Visibility Scorecard
First Responder Owned
cfbnetwork.com · Home & Living
Somewhat visible. AI bots can read First Responder Owned, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Claude · ChatGPT · Apple Intelligence · Meta AI
#76,035 of 1,375,151 in Home & Living for AI visibility
6
AEO Visibility
iVisible · 6/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About First Responder Owned
from our crawl and measurement
"Discover and support verified first responder owned businesses. Explore the trusted first responder owned business directory built for community and pride." That is how First Responder Owned introduces itself. Its AI visibility score is 6.0 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite, Organization, WebPage) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).
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
Strong
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
Good
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
Weak
Little domain authority yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6/10, First Responder Owned has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
First responder business owner?
List your company for free and connect with our nationwide network! List Your Business Today
Who Are First Responders?
First responders are the backbone of our communities. They are the individuals who step forward in moments of crisis, often putting others' needs before their own.
Is this your brand?
The exact fixes for First Responder Owned
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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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/cfbnetwork
Cite this score: Engagemii (2026). "AEO Score for First Responder Owned." Retrieved from https://engagemii.com/aeo/brands/cfbnetwork
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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