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AI Visibility Scorecard
Agent Stack
docs.beeai.dev · Technology
Somewhat visible. AI bots can read Agent Stack, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#65,253 of 2,811,264 in Technology for AI visibility
6.7
/10
AEO Score
About Agent Stack
from our crawl and measurement
"Agent Stack is open infrastructure for turning AI agents into running services in minutes." That is how Welcome introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure and crawler access and the files AI engines look for. It is passable on some structured data and a partly stated business identity. What holds it back is credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
Away from its own site, other sites link to it and AI engines recognise it as a distinct business. There is some, but not much, sign that the domain is only lightly established and there is little discussion of it. Beyond that, there is no press coverage to draw on and it does not come up on Reddit.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
10
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
9
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
0
No press coverage found yet.
Community
3
Forum and community discussion.
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 6.7/10, Agent Stack has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Agent Stack
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-beeai-dev
Cite this score: Engagemii (2026). "AEO Score for Agent Stack." Retrieved from https://engagemii.com/aeo/brands/docs-beeai-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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