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Stacklok
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. Two-thirds of websites are invisible to them. Stacklok just got measured.
6/10 means Stacklok is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About Stacklok
The open source MCP platform trusted by developers and enterprises ToolHive is Stacklok’s popular open source MCP platform. ToolHive is built by the team behind Kubernetes and is maintained by both Stacklok and Red Hat. Individual developers use ToolHive to simply and securely manage MCP servers, and enterprises use ToolHive…
Key Topics
Details
Category: Technology
toolhive.devAI Visibility Breakdown
4
Structured Data
9
Content Structure
6
Entity Clarity
4
E-E-A-T Signals
7
Technical AEO
5
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Source & Attribution
Scored by Engagemii on June 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/toolhive-dev
Cite this score: Engagemii (2026). "AEO Score for Stacklok." Retrieved from https://engagemii.com/aeo/brands/toolhive-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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