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AI Visibility Scorecard
Cognia - The Source
source.cognia.org · Education
Somewhat visible. AI bots can read Cognia - The Source, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Meta AI
#37,407 of 876,934 in Education for AI visibility
6.6
/10
AEO Score
About Cognia - The Source
from our crawl and measurement
Cognia describes itself simply: "Read thought-provoking articles from experts across a spectrum of education topics including continuous improvement, educational change, and more." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.6 out of 10, readable in places, missing in others.
Under the hood there is structured data on the page (WebPage, ImageObject, BreadcrumbList) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
4
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 Authority
5
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
5
Press and news coverage.
Community
0
No community discussion yet.
Social Mentions
0
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 6.6/10, Cognia - The Source has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cognia - The Source
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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/source-cognia-org
Cite this score: Engagemii (2026). "AEO Score for Cognia - The Source." Retrieved from https://engagemii.com/aeo/brands/source-cognia-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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