AI Visibility Scorecard
Mobility Database
mobilitydatabase.org · Technology
Somewhat visible. AI bots can read Mobility Database, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Claude · Meta AI · Apple Intelligence
#393,536 of 2,707,444 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Mobility Database
from our crawl and measurement
"Discover open public transit data worldwide. Mobility Database provides GTFS, GTFS-RT, and GBFS feeds to help developers, cities, and agencies build better mobility tools." That is how Mobility Database introduces itself. Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.
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 3 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
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 5.5/10, Mobility Database has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mobility Database
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mobilitydatabase-org
Cite this score: Engagemii (2026). "AEO Score for Mobility Database." Retrieved from https://engagemii.com/aeo/brands/mobilitydatabase-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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