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AI Visibility Scorecard

Sam Carter

Sam Carter

Unclaimed

samjbcarter.com · Education

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

AI engines read this profile 4 times

Apple Intelligence · Claude · Meta AI

#249,828 of 869,089 in Education for AI visibility

5.3

/10

AEO Score

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About Sam Carter

from our crawl and measurement

"Sam Carter | I'm a philosopher, working (mostly) in philosophy of language and epistemology." That is how Sam Carter introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places, missing in others.

The site gets some of it right: it has structured data on the page (WebSite), an llms.txt file for AI models, a sitemap. What holds it back is what is absent, including a heading structure that lays out what it offers.

AI crawlers have visited the site 4 times in our tracking, so the engines are already looking.

Industry · Education
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

3

Clear headings and answer-style content.

Entity Clarity

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

AI Discoverability

4

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 Trust

3

Established authority for your domain.

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 5.3/10, Sam Carter has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Sam Carter

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Sam Carter: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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