AI Visibility Scorecard
mobilityhelpdesk.com · Technology
At 2.92/10, Mobility Helpdesk is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Domain Authority, News & Press and Community. That is fixable, and the signals below show where to start.
AI engines read this profile 9 times
Claude · Meta AI · Parallel · Perplexity
Top 25% in Technology for AI visibility
53
AI Naming Predictability
iRarely named · 53/100
Technology average 28
Top 12% of Technology
See what's behind this score →2.92
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
Technology average 17
See what's behind this score →0
from our crawl and measurement
Mobility Helpdesk is a Lake Oswego, OR business whose own site puts it this way: "Works with every major carrier; no lock-in. Enterprise IoT connectivity, LTE & 5G SIM management, and mobility solutions with predictable costs." When AI engines look at it, they find little to work with. It scores 2.92 out of 10.
Our crawl found structured data on the page (Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 9 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
Strong · Good · Fair · Weak
Structured Data
Fair
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
-
Not yet measured.
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 read your site and name it in answers. At 2.92/10, Mobility Helpdesk is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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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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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mobilityhelpdesk
Cite this score: Engagemii (2026). "AEO Score for Mobility Helpdesk." Retrieved from https://engagemii.com/aeo/brands/mobilityhelpdesk
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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