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AI Visibility Scorecard

Mobility Bathworks

Mobility Bathworks

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accessiblebath.design · Manufacturing & Industrial

At 2.4/10, Mobility Bathworks is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

AI engines read this profile 1 times

Claude

#229,749 of 237,220 in Manufacturing & Industrial for AI visibility

2.4

/10

AEO Score

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About Mobility Bathworks

from our crawl and measurement

"Mobility Bathworks is a manufacturer of walk in tubs and walk in showers. We taking pride in helping seniors age in place and create a slip proof environment for a better well being." That is how Mobility Bathworks introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.4 out of 10.

Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Manufacturing & Industrial
Last scored · Aug 8, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

Clear headings and answer-style content.

Entity Clarity

6

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

2

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 Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 2.4/10, Mobility Bathworks is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Mobility Bathworks

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Mobility Bathworks: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/accessiblebath-design

Cite this score: Engagemii (2026). "AEO Score for Mobility Bathworks." Retrieved from https://engagemii.com/aeo/brands/accessiblebath-design

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

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