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AI Visibility Scorecard
Coltie
coltie.com · Education
Somewhat visible. AI bots can read Coltie, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI
#104,225 of 837,894 in Education for AI visibility
5.9
/10
AEO Score
About Coltie
from our crawl and measurement
"Join us in connecting students and faculty, evaluating undergraduate research, and preparing the next generation of scholars.Coltie App Manage Departments India Cohort AddedWe are adding an." That is how Coltie of Ames, IA introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including Meta AI.
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
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Trust
1
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 5.9/10, Coltie has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Coltie
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 Coltie.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coltie
Cite this score: Engagemii (2026). "AEO Score for Coltie." Retrieved from https://engagemii.com/aeo/brands/coltie
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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