AI Visibility Scorecard
The MapWindow Project
mapwindow.com · Technology
At 3.13/10, The MapWindow Project is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, News & Press and Community. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
Top 25% in Technology for AI visibility
49
AI Naming Predictability
iRarely named · 49/100
Technology average 28
Top 15% of Technology
See what's behind this score →3.13
-
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 The MapWindow Project
from our crawl and measurement
"MapWindow GIS is an open source GIS desktop application used by a large number of users and organisations around the world." That is how The MapWindow Project introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.13 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- The MapWindow Project
- Website ·
- mapwindow.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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
-
Not yet measured.
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 3.13/10, The MapWindow Project is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The MapWindow Project
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mapwindow
Cite this score: Engagemii (2026). "AEO Score for The MapWindow Project." Retrieved from https://engagemii.com/aeo/brands/mapwindow
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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