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AI Visibility Scorecard

Matchbook Learning

Matchbook Learning

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matchbooklearningindy.org · Education

Somewhat visible. AI bots can read Matchbook Learning, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 2 times

Claude · Meta AI

#205,814 of 876,922 in Education for AI visibility

5.5

/10

AEO Score

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About Matchbook Learning

from our crawl and measurement

"Our K-12 schools in Indianapolis give students the power to dream, and tangibly create, their own futures." That is how Matchbook Learning introduces itself. Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.

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

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Education
Last scored · Aug 9, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

10

Clear headings and answer-style content.

Entity Clarity

7

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

6

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

8

Inbound links from other sites.

Domain Authority

1

Established authority for your domain.

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 5.5/10, Matchbook Learning has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Matchbook Learning

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Matchbook Learning: 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 9, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/matchbooklearningindy-org

Cite this score: Engagemii (2026). "AEO Score for Matchbook Learning." Retrieved from https://engagemii.com/aeo/brands/matchbooklearningindy-org

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

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