AI Visibility Scorecard
Tom March
tommarch.com · Education
Borderline visible. AI bots can crawl Tom March, 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.
AI engines read this profile 10 times
Claude · Apple Intelligence · Meta AI · ShapBot
#24,333 of 937,508 in Education for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 88% of Education companies
5
AEO Visibility
iBorderline · 4.7/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Tom March
from our crawl and measurement
Tom March is a business whose own site puts it this way: "May 7, 2026May 7, 2026 by tmarch My TPT Stint After leaving a software company and before joining a school system, I spent a few months during COVID developing learning activities and." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (CollectionPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 10 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 4.7/10, Tom March is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How you can use this to Engage Your Students?
I’ve decided to try this approach. I want all teachers and their students to benefit from engaging in this topic and to benefit from the terrific resources people have put online. Also, I reckon it’s not a bad idea to get paid for a few days work 😉 . So here’s the approach. Below you will find a hotlist of all the resources used in the QuickQuest.
Time for Re-invention?
As #RemoteLearning #DistanceLearning and #COVIDEdu dominate education these days, I’ve been posting videos on WebQuests as a way to help. I will continue to do this. Happily, people have been getting in touch to share ideas and needs.
Is this your brand?
The exact fixes for Tom March
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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 October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tommarch
Cite this score: Engagemii (2026). "AEO Score for Tom March." Retrieved from https://engagemii.com/aeo/brands/tommarch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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