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AI Visibility Scorecard

The Lovers of Madam President U.S.A.

The Lovers of Madam President U.S.A.

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loversofmadampresident.com · E-commerce

Borderline visible. AI bots can crawl The Lovers of Madam President U.S.A., 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

#399,183 of 520,740 in E-commerce for AI visibility

3.5

/10

AEO Score

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About The Lovers of Madam President U.S.A.

from our crawl and measurement

The Lovers of Madam President U.S.A. describes itself simply: "The Lovers of Madam President U.S.A. by Edward S. Barlock originally written in 1972 but unpublished for 25 years, feeling society was too fragile for the comprehensive truths of human." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.

On the page itself the strengths are clear: a clear heading structure and crawler access and the files AI engines look for. What holds it back is a clearly stated business identity, sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.

Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

Industry · E-commerce
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

7

Clear headings and answer-style content.

Entity Clarity

3

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

9

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

1

Inbound links from other sites.

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, The Lovers of Madam President U.S.A. is crawlable but under-signaled - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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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/loversofmadampresident

Cite this score: Engagemii (2026). "AEO Score for The Lovers of Madam President U.S.A.." Retrieved from https://engagemii.com/aeo/brands/loversofmadampresident

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

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