AI Visibility Scorecard
Data4America
data4america.org · Education
Borderline visible. AI bots can crawl Data4America, 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
Meta AI · Claude · ShapBot
#114,119 of 937,766 in Education for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Education average 14
Top 16% of Education
See what's behind this score →4
-
Network Authority
iNot connected yet
Education average 0.0
0 relationships · Education average 4
See what's behind this score →25
0
About Data4America
from our crawl and measurement
Data4America is a business whose own site puts it this way: "Data4America advances understanding of American innovation and policy through data science, AI, and verifiable analysis. Join our nonpartisan community." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
- Company ·
- Data4America
- Website ·
- data4america.org
- Industry ·
- Education
- Location ·
- San Francisco, California
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Strong
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 read your site and name it in answers. At 4.2/10, Data4America is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Data4America?
Data4America empowers communities across the U.S. with accessible, transparent data insights to inform policy and drive innovation. We provide open-access data on American demographics, economics, and policy trends.
How does Data4America provide data?
Data4America provides free tools and APIs for public use, along with workshops and resources to enhance data understanding. Focus areas include demographics, economic trends, and policy analysis.
Who is behind Data4America?
Data4America is led by a team of data scientists and policy experts dedicated to empowering America with insights. The team combines rigorous data collection with community engagement.
What are Data4America's success stories?
Data4America showcases real-world impacts including how Ohio schools used demographic data to improve funding allocation, how a small business in Texas thrived with economic trend insights, and how California policymakers leveraged data for housing reforms.
What is the Data4America podcast about?
The Data4America Podcast features American policy and innovation conversations with leading minds across technology and government, exploring data-driven insights shaping America's future.
Is this your brand?
The exact fixes for Data4America
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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/data4america-org
Cite this score: Engagemii (2026). "AEO Score for Data4America." Retrieved from https://engagemii.com/aeo/brands/data4america-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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