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AI Visibility Scorecard

Library And Archive

Library And Archive

Unclaimed

carterjohnsonlibrary.com · Media & Entertainment

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

Monitoring for AI engine activity

In the Engagemii AEO index

#54,882 of 1,864,764 in Media & Entertainment for AI visibility

6.5

/10

AEO Score

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About Library And Archive

from our crawl and measurement

Library And Archive is a business whose own site puts it this way: "The Carter Johnson Library & Collection preserves the history of leather, kink, fetish, and alternative sexuality communities. Explore thousands of objects spanning centuries." Its AI visibility score is 6.5 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data, a workable page structure and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.

Off the page, other sites link to it and AI engines recognise it as a distinct business. There is some, but not much, sign that the domain is only lightly established. Beyond that, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Media & Entertainment
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

9

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

9

Inbound links from other sites.

Domain Trust

3

Established authority for your domain.

Entity Presence

10

Recognized in AI knowledge graphs.

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 6.5/10, Library And Archive has a working base to build on - fixable, and the signals above are where to start.

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Picked for Library And Archive: 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 August 2, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Library And Archive." Retrieved from https://engagemii.com/aeo/brands/carterjohnsonlibrary

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

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