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AI Visibility Scorecard
Lucy Calkins and Colleagues Units of Study
www.unitsofstudy.com · Media & Entertainment
Borderline visible. AI bots can crawl Lucy Calkins and Colleagues Units of Study, 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
#1,126,440 of 1,910,698 in Media & Entertainment for AI visibility
4.4
/10
AEO Score
About Lucy Calkins and Colleagues Units of Study
from our crawl and measurement
Lucy Calkins and Colleagues Units of Study, based in Portsmouth, NH, describes itself simply: "It is the understatement of a lifetime to say that Units of Study grow out of years of work in thousands of classrooms." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.
Under the hood there is a sitemap, but the score is capped by what is missing: structured data describing the business, an llms.txt file, a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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 Trust
4
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 4.4/10, Lucy Calkins and Colleagues Units of Study is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lucy Calkins and Colleagues Units of Study
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
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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/www-unitsofstudy
Cite this score: Engagemii (2026). "AEO Score for Lucy Calkins and Colleagues Units of Study." Retrieved from https://engagemii.com/aeo/brands/www-unitsofstudy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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