AI visibility score
6.3/ 10Good

▼ 0.7 since Jun 2026

#29,302 of 738,283 in E-commerce

As of 2026-08-02 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Liberty Mobility

Liberty Mobility

Unclaimed

libertymobility.com · E-commerce

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

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AI engines read this profile 6 times

Claude · Apple Intelligence · Meta AI

#29,302 of 738,283 in E-commerce for AI visibility

6

AEO Visibility

i

Visible · 6.3/10

50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

0

AI Adoption

i

None detected · 0/100

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About Liberty Mobility

from our crawl and measurement

"Liberty Mobility in Coventry, RI is committed to helping you live life without limits. We sell guaranteed replacement parts for power wheelchairs and mobility scooters, as well as new and." That is how Liberty Mobility introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.3 out of 10, readable in places and missing in others.

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

Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The business dates to 2011.

Industry · E-commerce
Last scored · Aug 2, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Strong

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

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

AI Discoverability

Strong

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

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 6.3/10, Liberty Mobility has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

Can't Find the Part You Need?

We might have it in the shop, even if it's not listed here on the site. Contact us, and we will be more than happy to check our inventory for you! Contact Us

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→
Picked for Liberty Mobility: 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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Liberty Mobility lists 1,000+ products, 433 in stock, priced 39.12 to 14,550.00.

Show 500 of 1,000+ products

The full list of every product we captured is in the product feed (JSON).

Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Liberty Mobility." Retrieved from https://engagemii.com/aeo/brands/libertymobility

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

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