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AI Visibility Scorecard
Ms. Roman ESL Classroom - Home
msromanesl.com · Education
Borderline visible. AI bots can crawl Ms. Roman ESL Classroom - Home, 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.
AI engines read this profile 5 times
Apple Intelligence · Meta AI · Claude
#524,414 of 894,717 in Education for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About Ms. Roman ESL Classroom - Home
from our crawl and measurement
Ms. Roman ESL Classroom, based in Randolph, New Jersey, describes itself simply: "Ms. Roman ESL Classroom provides daily English as a Second Language instruction for multilingual learners at Randolph Middle School and Shongum Elementary School in Randolph, NJ." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.
Our crawl found structured data on the page (LocalBusiness, Organization, WebPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
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 4.4/10, Ms. Roman ESL Classroom - Home is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Ms. Roman ESL Classroom - Home
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/msromanesl
Cite this score: Engagemii (2026). "AEO Score for Ms. Roman ESL Classroom - Home." Retrieved from https://engagemii.com/aeo/brands/msromanesl
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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