AI visibility score
3.6/ 10Weak

▼ 0.4 since Jul 2026

#2,071,274 of 2,705,025 in Technology

As of 2026-07-31 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

The Instruction Manual Library

The Instruction Manual Library

Unclaimed

captainhangover.com · Technology

Borderline visible. AI bots can crawl The Instruction Manual Library, 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.

AI engines read this profile 2 times

Claude · Apple Intelligence

#2,071,274 of 2,705,025 in Technology for AI visibility

4

AEO Visibility

i

Near-invisible · 3.6/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About The Instruction Manual Library

from our crawl and measurement

The Instruction Manual Library is a business whose own site puts it this way: "Skip to content +999987675776 [email protected] NYC, NC 1234 9 AM - 6 PM The Instruction Manual Library DMCA 25 Jul the book of lilith pdf By helen PDF Dive into ancient lore with the." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.

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

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.

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

Industry · Technology
Last scored · Jul 31, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Fair

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

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

AI Discoverability

Fair

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

No social discussion 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 3.6/10, The Instruction Manual Library is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for The Instruction Manual Library: 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/captainhangover

Cite this score: Engagemii (2026). "AEO Score for The Instruction Manual Library." Retrieved from https://engagemii.com/aeo/brands/captainhangover

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

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