AI Visibility Scorecard
Overture Maps Foundation
overturemaps.org · Nonprofits
Somewhat visible. AI bots can read Overture Maps Foundation, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Claude · Meta AI · Apple Intelligence · Perplexity
#5,193 of 827,135 in Nonprofits for AI visibility
100
AI Naming Predictability
iAI names companies like this often · 100/100
More likely to be named than 99% of Nonprofits companies
6
AEO Visibility
iVisible · 6.1/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Overture Maps Foundation
from our crawl and measurement
Overture Maps Foundation is a business whose own site puts it this way: "A platform for bringing together tech companies, mapping organizations, government agencies, open data communities, and researchers to build open, reliable, and interoperable map data." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.
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
Fair
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
Strong
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
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
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 6.1/10, Overture Maps Foundation has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Overture?
Collaborative Map Building Overture incorporates map data from multiple sources, including member organizations, authoritative sources, and open data communities. Together, we build map data that no single organization could produce alone. Global Entity Reference System GERS provides stable, unique IDs that link the same real-world entities across datasets.
Is this your brand?
The exact fixes for Overture Maps Foundation
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/overturemaps-org
Cite this score: Engagemii (2026). "AEO Score for Overture Maps Foundation." Retrieved from https://engagemii.com/aeo/brands/overturemaps-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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