AI visibility score

4.1/ 10Fair

#670,427 of 937,188 in Education

As of 2026-08-11 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

SchoolQuill

Name: SchoolQuill - AI Visibility Score
Creator: Engagemii
Published: 2026-08-11T13:47:18.230Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

schoolquill.com · Education

Borderline visible. AI bots can crawl SchoolQuill, 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.

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AI engines read this profile 1 times

Claude

#670,427 of 937,188 in Education for AI visibility

AEO Visibility

Borderline · 4.1/10

Muse Index Score

AI agent readiness

Agent-ready · 48/100

AI Adoption

None detected · 0/100

About SchoolQuill

from our crawl and measurement

"SchoolQuill is Africa's premier education management platform, offering comprehensive solutions for schools across the continent." That is how SchoolQuill introduces itself. When AI engines look at it, they find little to work with. It scores 4.1 out of 10.

Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication), a sitemap and a readable heading structure. It is missing an llms.txt file.

Industry · Education

Last scored · Aug 11, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Good

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

Good

Sitemaps and entity links AI can follow.

Off-page authority

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.

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 4.1/10, SchoolQuill is crawlable but under-signaled - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for SchoolQuill: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

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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Source & Attribution

Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/schoolquill

Cite this score: Engagemii (2026). "AEO Score for SchoolQuill." Retrieved from https://engagemii.com/aeo/brands/schoolquill

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.