Ships with claude-skills. Installing the plugin gets this command.
⚡ How it fires
How this command gets triggered: by you, by Claude, or both.
Fires itselfClaude auto-loads it when your prompt matches the work.
You can call itInvoke it directly when you want it.
Slash command/cs-aeo
👁️ Context preview
What this command does when you run it.
/cs:aeo — Answer Engine Optimization workflow. Audit content for E-E-A-T + structure signals that drive LLM citation (ChatGPT, Perplexity, Claude, Gemini, Mistral). Optimize content in 3 modes (conservative/balanced/aggressive). Track which LLMs cite which pages via local
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</> Command definition
cs-aeo.md
---name: "cs-aeo"
description: "/cs:aeo — Answer Engine Optimization workflow. Audit content for E-E-A-T + structure signals that drive LLM citation (ChatGPT, Perplexity, Claude, Gemini, Mistral). Optimize content in 3 modes (conservative/balanced/aggressive). Track which LLMs cite which pages via local ledger. Industry-aware thresholds (8 industries with YMYL calibration). Distinct from SEO — refuses to optimize one at expense of the other."
---# /cs:aeo — Answer Engine Optimization
**Command:** `/cs:aeo [action] [args]`
The `cs-aeo` command is the **entry point for AEO workflows**: audit → optimize → publish → track citations.
## Distinct From `/cs:seo-audit`
These share a foundation (E-E-A-T) but optimize for different conversion events:
- **`/cs:seo-audit`** — optimizes for ranking + click-through in Google/Bing search results
- **`/cs:aeo`** (this command) — optimizes for being cited as authoritative source by LLMs
They can run on the same content. The cs-aeo agent will surface this and recommend running both for high-leverage pages.
## When To Run
- Auditing existing content for AI-search readiness (E-E-A-T + structure signals)
- Optimizing a page for LLM citation before publishing
- Tracking which LLMs cite which pages over time (citation ledger)
- Researching whether AEO investment is worth it for a given content piece
- Benchmarking against competitor citation rates
Content for YMYL topics scoring below threshold is unlikely to be cited regardless of other signals — the cs-aeo agent will flag this and refuse aggressive optimization until the foundational dimensions improve.
## Anti-Patterns Rejected
- LLM-generated AEO content with no human review (RAG retrieval deprioritizes generic LLM output)
- Fabricated credentials in author bylines (LLMs cross-reference via LinkedIn/Wikipedia)
