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AI Visibility Scorecard
mattformath.com · Education
Somewhat visible. AI bots can read Matt for Math, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#293,555 of 883,172 in Education for AI visibility
5.2
/10
AEO Score
from our crawl and measurement
Online Math Tutor in Southwest Michigan, based in Mattawan, MI, describes itself simply: "Matt Ferrara offers personalized online math tutoring for K, 12 students across Southwest Michigan. Build real skills, boost grades, and gain confidence. Get started today." Its AI visibility score is 5.2 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 (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap.
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
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.
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 5.2/10, Matt for Math has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Matt for Math
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mattformath
Cite this score: Engagemii (2026). "AEO Score for Matt for Math." Retrieved from https://engagemii.com/aeo/brands/mattformath
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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