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AI Visibility Scorecard
www.tinyml.org Β· Technology
Somewhat visible. AI bots can read tinyML Foundation, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#791,070 of 2,641,189 in Technology for AI visibility
5.1
/10
AEO Score
from our crawl and measurement
"TinyML Summit. The topic is advances in ultra-low power Machine Learning technologies and applications." That is how Home introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
Higher is better Β· 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
3
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
6
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
3
Forum and community discussion.
Social Mentions
0
No social discussion found yet.
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 5.1/10, tinyML Foundation has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for tinyML Foundation
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/www-tinyml-org
Cite this score: Engagemii (2026). "AEO Score for tinyML Foundation." Retrieved from https://engagemii.com/aeo/brands/www-tinyml-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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