AI Visibility Scorecard
getcalihand.com · Education
Borderline visible. AI bots can crawl Calihand, 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
#538,789 of 937,433 in Education for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
12
AI Adoption
iBasic · 12/100
from our crawl and measurement
Handwriting Practice for Private Schools is a business whose own site puts it this way: "Students write by hand on paper. Calihand scores the photograph on letter formation, spacing and slant, then reports on every child. Priced per student, quoted per school." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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 4.5/10, Calihand is crawlable but under-signaled - fixable, and the signals above are where to start.
How much screen time does this add?
For the child, none by default — they write on paper. Somebody photographs the finished page, and that can be the teacher working through a stack at the end of the lesson. Older students can photograph their own work and read their own score, which is a minute a sheet.
We teach a particular handwriting style. Does that matter?
No, because the score is a comparison rather than a judgement against one correct alphabet. A course is built from model sheets, so a school that teaches its own style uploads its own models and every score is measured against those.
How is the score produced?
The photograph and the model sheet are compared by the Claude vision model, which returns a similarity score out of a hundred together with written notes on formation, spacing, slant and size. The score is a teaching signal rather than a grade — you decide what it is worth in your gradebook.
Do students need accounts or email addresses?
No. You type a roster of first names and print a card for each child carrying a six-digit code. That is the whole of a student identity here, which is also why there is so little to ask about in a privacy review.
Can one teacher try it without committing the school?
Yes, and it is the ordinary way in. A trial is arranged with us: we agree how many children and over how long, so that both sides know what it is meant to show. It commits the school to nothing beyond the trial itself, and the teacher running it does not have to go and ask anybody for a budget first.
Is this your brand?
The exact fixes for Calihand
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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.
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Scored by Engagemii on October 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/getcalihand
Cite this score: Engagemii (2026). "AEO Score for Calihand." Retrieved from https://engagemii.com/aeo/brands/getcalihand
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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