AI Visibility Scorecard
e-Literate
mfeldstein.com · Healthcare
Somewhat visible. AI bots can read e-Literate, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 5 times
ChatGPT · Claude · Apple Intelligence
#3,203 of 925,289 in Healthcare for AI visibility
72
AI Naming Predictability
iNamed occasionally · 72/100
Healthcare average 11
Top 1% of Healthcare
See what's behind this score →5
-
Network Authority
iNot connected yet
Healthcare average 0.0
0 relationships · Healthcare average 3
See what's behind this score →10
Muse Index Score
iAI agent readiness
Basic · 10/100
Healthcare average 18
See what's behind this score →4
About e-Literate
from our crawl and measurement
e-Literate describes itself simply: "This is not about the Canvas Hack Michael Feldstein · May 22, 2026 · Leave a Comment One reason I haven’t commented on the Canvas hack yet is that I swore off writing about LMS news years." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
- Company ·
- e-Literate
- Website ·
- mfeldstein.com
- Industry ·
- Healthcare
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 2, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
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 read your site and name it in answers. At 5.4/10, e-Literate has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for e-Literate
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mfeldstein
Cite this score: Engagemii (2026). "AEO Score for e-Literate." Retrieved from https://engagemii.com/aeo/brands/mfeldstein
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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