AI Visibility Scorecard
MapRiot
mapriot.com · Technology
Somewhat visible. AI bots can read MapRiot, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Amazon Alexa
#667,349 of 2,707,327 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About MapRiot
from our crawl and measurement
"Outdoor map tile platform built on OpenStreetMap. Vector tiles, raster tiles, elevation data, offline maps, and static map images for apps and websites." That is how MapRiot of Liberec introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
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
Weak
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.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 5.2/10, MapRiot has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Who uses MapRiot?
Take a look at these projects to see how they are using MapRiot outdoor map tiles.Hory.appHory.app contains a database of more than 200,000 mountains in more than 30 countries! Users log their mountain visits when they reach the top and get points that are equal to the mountain's altitude!Visit Hory.appVenku.appVenku.app brings a new perspective to outdoor activities.
Is this your brand?
The exact fixes for MapRiot
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for MapRiot.
Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mapriot
Cite this score: Engagemii (2026). "AEO Score for MapRiot." Retrieved from https://engagemii.com/aeo/brands/mapriot
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform