AI Visibility Scorecard
MapCraft
mapcraftlabs.com · Technology
Somewhat visible. AI bots can read MapCraft, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Claude · Meta AI · Apple Intelligence
#269,509 of 2,707,328 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.7/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About MapCraft
from our crawl and measurement
MapCraft describes itself simply: "<p>We present our urban data science in interactive online maps and we build web apps to help you do the same</p>." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, Organization, LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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
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 5.7/10, MapCraft has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How is the MapCraft app different?
For many policy questions, the answers vary across space—whether a study area, city, or state. Often, policy analysts must compromise: either use sophisticated modeling techniques to examine a few prototypical places, or analyze the entire study area using simplified approaches. Using the MapCraft app and scalable cloud infrastructure, you get the best of both worlds: high-quality analysis at the most detailed scale.
Is this your brand?
The exact fixes for MapCraft
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 MapCraft.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mapcraftlabs
Cite this score: Engagemii (2026). "AEO Score for MapCraft." Retrieved from https://engagemii.com/aeo/brands/mapcraftlabs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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