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AI Visibility Scorecard
Streamlit documentation
docs.streamlit.io · Technology
Well-positioned for AI search. The breakdown below shows where Streamlit documentation is still leaving points on the table.
AI engines read this profile 8 times
Claude · Meta AI · ChatGPT
#14,937 of 2,623,328 in Technology for AI visibility
7.2
/10
AEO Score
About Streamlit documentation
from our crawl and measurement
Streamlit documentation is a business whose own site puts it this way: "Set up your development environment and learn the fundamental concepts, and start coding!descriptionDevelop your Streamlit app!." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.2 out of 10.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have visited 6 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
5
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
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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
6
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
1
Press and news coverage.
Community
8
Forum and community discussion.
8
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, Streamlit documentation has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Streamlit documentation
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/docs-streamlit-io
Cite this score: Engagemii (2026). "AEO Score for Streamlit documentation." Retrieved from https://engagemii.com/aeo/brands/docs-streamlit-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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