AI Visibility Scorecard
IBN AUF
ibnauf.com · Technology
Borderline visible. AI bots can crawl IBN AUF, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,921,978 of 2,707,327 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
8
AI Adoption
iBasic · 8/100
About IBN AUF
from our crawl and measurement
"I.B.N.A.U.F, Independent Business Neutral Assessment & Underwriting Framework. The neutral bench for the decision: opportunity made, decision governed, and it knows when not to give a." That is how I.B.N.A.U.F IBN AUF introduces itself. When AI engines look at it, they find little to work with. It scores 3.9 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 3.9/10, IBN AUF is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why are you looking at this company?
Your intent shapes what the bench reveals — and what it honestly cannot promise you.
In your language: where in, where out?
We will not predict the price or tell you to buy. We govern one thing: whether your own plan is disciplined.
Is this your brand?
The exact fixes for IBN AUF
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 October 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ibnauf
Cite this score: Engagemii (2026). "AEO Score for IBN AUF." Retrieved from https://engagemii.com/aeo/brands/ibnauf
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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