AI Visibility Scorecard
Open GIS
ogis.org · Technology
Borderline visible. AI bots can crawl Open GIS, 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 7 times
Claude · Meta AI · Amazon Alexa
#722,306 of 2,705,505 in Technology for AI visibility
2
5
AEO Visibility
iBorderline · 4.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Open GIS
from our crawl and measurement
Open GIS describes itself simply: "My goal is to provide free, powerful web applications to help make Mapping easy and accessible." When AI engines look at it, they find little to work with. It scores 4.6 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 visited 2 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
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 4.6/10, Open GIS is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Open-Source Software?
Open-Source software is software that anyone can view, use, and modify. Including for commercial purposes. Instead of being controlled by one company, the code is shared publicly so that individuals, communities, and organizations can collaborate, improve it, or build on it. This open approach is the foundation of much of the modern Internet and software as a whole.
Is this your brand?
The exact fixes for Open GIS
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Open GIS.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ogis-org
Cite this score: Engagemii (2026). "AEO Score for Open GIS." Retrieved from https://engagemii.com/aeo/brands/ogis-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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