AI Visibility Scorecard
Mapstraction
www.mapstraction.com · Technology
Borderline visible. AI bots can crawl Mapstraction, 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.
AI engines read this profile 4 times
ChatGPT · Claude
#568,530 of 2,704,390 in Technology for AI visibility
72
AI Naming Predictability
iNamed occasionally · 72/100
Technology average 28
Top 5% of Technology
See what's behind this score →5
-
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 →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Technology average 17
See what's behind this score →0
About Mapstraction
from www.mapstraction.com
MAPSTRACTION The Javascript Mapping Abstraction Library home download code projects / plugins documentation tutorial api wiki community mailing list follow @mapstraction contribute book Programmable Web's Adam Duvander has written the definitive guide to Mapstraction in Map Scripting 101; available from the US and UK Amazon stores.
- Company ·
- Mapstraction
- Website ·
- mapstraction.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
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
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
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 read your site and name it in answers. At 4.7/10, Mapstraction is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Use Mapstraction?
Code your application once and once only; then switch your mapping provider as you desire, depending on your personal tastes, the quality of maps in your area or any other reason you can think of. Switching mapping providers in Mapstraction is often as simple as changing just two lines of code in your application.
Is this your brand?
The exact fixes for Mapstraction
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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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/www-mapstraction
Cite this score: Engagemii (2026). "AEO Score for Mapstraction." Retrieved from https://engagemii.com/aeo/brands/www-mapstraction
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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