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AI Visibility Scorecard
Crowdsource Astronomy
crowdsourceastronomy.com · Education
Borderline visible. AI bots can crawl Crowdsource Astronomy, 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 1 times
Meta AI
#563,272 of 917,539 in Education for AI visibility
4.4
/10
AEO Score
About Crowdsource Astronomy
from our crawl and measurement
Crowdsource Astronomy, based in Frisco, Texas, describes itself simply: "Crowdsource Astronomy in Frisco offers engaging STEM education through tutoring, consulting, and interactive programs in physics, math, computer science, and astronomy." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 4.4/10, Crowdsource Astronomy is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Crowdsource Astronomy
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 Crowdsource Astronomy.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/crowdsourceastronomy
Cite this score: Engagemii (2026). "AEO Score for Crowdsource Astronomy." Retrieved from https://engagemii.com/aeo/brands/crowdsourceastronomy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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