AI visibility score
3.8/ 10Weak

▲ 0.8 since Jul 2026

#768,449 of 923,481 in Healthcare

As of 2026-08-01 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Antique Vibrator and Quack Medical Musuem

Antique Vibrator and Quack Medical Musuem

Unclaimed

vibratormuseum.com · Healthcare

Borderline visible. AI bots can crawl Antique Vibrator and Quack Medical Musuem, 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 1 times

Claude

#768,449 of 923,481 in Healthcare for AI visibility

4

AEO Visibility

i

Near-invisible · 3.8/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

0

AI Adoption

i

None detected · 0/100

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About Antique Vibrator and Quack Medical Musuem

from our crawl and measurement

Antique Vibrator and Quack Medical Musuem is a business whose own site puts it this way: "Welcome to Mike's Antique Vibrator and Quack Medical Museum I began collecting antique vibrators around 1997 when I began finding them while out hunting for typewriters and other antiques." When AI engines look at it, they find little to work with. It scores 3.8 out of 10.

On its own pages the site does well on a clear heading structure. It is passable on a few credibility markers. What holds it back is a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow and structured data describing the business.

Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, 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. 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 · Healthcare
Last scored · Aug 1, 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

Weak

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Good

Experience, Expertise, Authority, Trust markers.

Technical AEO

Fair

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 3.8/10, Antique Vibrator and Quack Medical Musuem is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Antique Vibrator and Quack Medical Musuem: 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 August 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Antique Vibrator and Quack Medical Musuem." Retrieved from https://engagemii.com/aeo/brands/vibratormuseum

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

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