AI Visibility Scorecard
mcmobilitysystems.com · E-commerce
Somewhat visible. AI bots can read MobilityWorks, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 10 times
ChatGPT · Apple Intelligence · Meta AI · Claude
#16,427 of 736,924 in E-commerce for AI visibility
7
AEO Visibility
iVisible · 6.5/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
MobilityWorks is a business whose own site puts it this way: "Whether you are in the market for buying or renting a wheelchair accessible vehicle, certified pre-owned or mobility equipment, MobilityWorks offers a large selection." Its AI visibility score is 6.5 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 7 times in our tracking, including GPTBot (ChatGPT), Applebot (Siri) and ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Strong
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
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.
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 6.5/10, MobilityWorks has a working base to build on - fixable, and the signals above are where to start.
What services does MobilityWorks provide?
We sell , lease, <a class="Hyperlink SCXW41119988 BCX0" href="https://www.mobilityworks.com/wheelchair-vans-for-rent/" target="_blank" rel="noref
Do you work with Veterans benefits or state programs?
Yes, our team helps coordinate paperwork and eligibility with VA and state vocational rehab programs where applicable. These resources can be found on our website or by calling 877-35
Do you install adaptive driving aids?
Yes. Certified technicians can install a range of adaptive driving aids such as hand controls , left-foot accelerators, <a class="Hyperlink SCXW267521313 BCX0"
Can you service my existing conversion?
We service most major conversion brands and lifts. You can schedule an inspection or service appointment online or by <span class="NormalTextRun ContextualSpellingAndGrammarErr
Where are you located?
We have over 90 locations across 31 states. See our Locations page <span c
Is this your brand?
The exact fixes for MobilityWorks
Which AI engines already crawl you
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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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcmobilitysystems
Cite this score: Engagemii (2026). "AEO Score for MobilityWorks." Retrieved from https://engagemii.com/aeo/brands/mcmobilitysystems
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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