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AI Visibility Scorecard

John C Tobin

John C Tobin

Unclaimed

johnconstantinetobin.com · Education

Borderline visible. AI bots can crawl John C Tobin, 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

#771,167 of 915,873 in Education for AI visibility

3.5

/10

AEO Score

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About John C Tobin

from our crawl and measurement

John C Tobin is a business whose own site puts it this way: "Explore the poetry, academic pursuits and video game narrative design of John Constantine Tobin." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.

On its own pages the site does well on a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity. What holds it back is credibility markers like credentials or reviews and structured data describing the business.

Industry · Education
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

5

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

9

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

0

No inbound links found yet.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 3.5/10, John C Tobin is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for John C Tobin: 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 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for John C Tobin." Retrieved from https://engagemii.com/aeo/brands/johnconstantinetobin

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

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