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ShellSpec
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. ShellSpec just got measured.
4/10 means ShellSpec is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About ShellSpec
A full-featured BDD unit testing framework for dash, bash, ksh, zsh and all POSIX shells, provides features code coverage, mocking, parameterized test, parallel execution and more
Key Topics
Details
Category: Technology
shellspec.infoAI Visibility Breakdown
2
Structured Data
6
Content Structure
5
Entity Clarity
3
E-E-A-T Signals
7
Technical AEO
2
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 May 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/shellspec-info
Cite this score: Engagemii (2026). "AEO Score for ShellSpec." Retrieved from https://engagemii.com/aeo/brands/shellspec-info
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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