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AI Visibility Scorecard
The Mobility Manual
mobilitymanual.com · Health & Wellness
Borderline visible. AI bots can crawl The Mobility Manual, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#306,722 of 421,991 in Health & Wellness for AI visibility
3.8
/10
AEO Score
About The Mobility Manual
from our crawl and measurement
The Mobility Manual is one of the businesses we track in the Health & Wellness space. When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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 Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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, The Mobility Manual is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Mobility Manual
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Trust Is the Product. AI Is How You Build It at Scale.
In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for The Mobility Manual.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mobilitymanual
Cite this score: Engagemii (2026). "AEO Score for The Mobility Manual." Retrieved from https://engagemii.com/aeo/brands/mobilitymanual
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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