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AI Visibility Scorecard

Experimental History

Experimental History

Unclaimed

experimental-history.com · Education

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

AI engines read this profile 2 times

ChatGPT

#20,785 of 901,052 in Education for AI visibility

6.8

/10

AEO Score

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About Experimental History

from our crawl and measurement

Experimental History describes itself simply: "1) Find what's true and make it useful. 2) Publish every other Tuesday. 3) Photo cred: my dad. Click to read Experimental History, by Adam Mastroianni, a Substack publication with tens of." Its AI visibility score is 6.8 out of 10: the engines can find it, but they do not have much to hold on to.

On the page it is passable on basic crawler access. What holds it back is a clearly stated business identity, sitemaps and entity links AI can follow, structured data describing the business, a heading structure that lays out what it offers and credibility markers like credentials or reviews.

Off the page, other sites link to it, people discuss it in places AI engines read and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established and press coverage is thin. Beyond that, AI engines do not yet recognise it as a distinct business.

AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT). There is not much on the page to read either, about 124 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Education
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

2

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

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

3

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

10

Inbound links from other sites.

Domain Trust

4

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

4

Press and news coverage.

Community

9

Forum and community discussion.

Reddit

6

Reddit mentions and discussion.

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 6.8/10, Experimental History has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Experimental History

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Experimental History: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

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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/experimental-history

Cite this score: Engagemii (2026). "AEO Score for Experimental History." Retrieved from https://engagemii.com/aeo/brands/experimental-history

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

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