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AI Visibility Scorecard
Science Education
ehrweb.aaas.org · Nonprofits
Well-positioned for AI search. The breakdown below shows where Science Education is still leaving points on the table.
AI engines read this profile 4 times
Claude · Meta AI · ChatGPT
#313 of 361,617 in Nonprofits for AI visibility
7.2
/10
AEO Score
About Science Education
from ehrweb.aaas.org
A strong education in STEM is essential for all students, whether they grow up to pursue a STEM career or just apply scientific reasoning and knowledge in their day-to-day lives. At a time when STEM education is struggling to produce graduates with the qualities and skills to keep the United States’ science and technology sectors competitive, AAAS provides a variety of programs to make sure talent and interest in scientific endeavors are nurtured. AAAS also strives to help everyone become literate in STEM by conducting research and developing tools and services for educators, researchers, and policymakers to make critical and lasting improvements in education systems.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
5
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
6
Press and news coverage.
Community
7
Forum and community discussion.
7
Reddit mentions and discussion.
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 7.2/10, Science Education has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Science Education
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on May 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ehrweb-aaas-org
Cite this score: Engagemii (2026). "AEO Score for Science Education." Retrieved from https://engagemii.com/aeo/brands/ehrweb-aaas-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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