AI Visibility Scorecard
IPFP
ipfp.org · Education
Somewhat visible. AI bots can read IPFP, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#156,273 of 937,395 in Education for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
3
AI Adoption
iBasic · 3/100
About IPFP
from our crawl and measurement
Home is a business whose own site puts it this way: "Join IPFP.ORG for expert passive fire protection services and training, industry standards compliance, hands-on guidance, and certified expertise." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Good
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
Weak
No inbound links found yet.
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 5.6/10, IPFP has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What People & Clients Think About Us?
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Phasellus semper placerat metus.Cras venenatis mi non purus dictum, non tincidunt ligula varius. Michael Adam Happy Client Praesent sodales mauris orci, at posuere metus vehicula in. Donec ut mauris nisi. Nullam sed libero aliquet, sodales metus ut, vehicula ex. Duis fermentum turpis vitae velit efficitur maximus.
Is this your brand?
The exact fixes for IPFP
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for IPFP.
Source & Attribution
Scored by Engagemii on October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ipfp-org
Cite this score: Engagemii (2026). "AEO Score for IPFP." Retrieved from https://engagemii.com/aeo/brands/ipfp-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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