aeo-content-optimizer
Skill0 starsChanged 4 months agoMITView on GitHub
Restructure existing content to get cited in AI answers from ChatGPT, Perplexity, Claude, and Google AI Overviews: direct answer paragraph, structure conversion, citation readiness, entity optimization. Use when user says optimize for AI, get cited, AEO this page, featured snippet, or answer engine optimization.
1 other project uses a version of this.
Adopted by
Most recently taken up by
- uebersaxsamuel/claude-skillstheir own version, first seen Jul 2, 2026
Other versions1 project uses a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 1
- uebersaxsamuel/claude-skills★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository11 other files it gives its agents.
- aeo-competitor-gapSkill
- aeo-content-briefSkill
- aeo-eeatSkill
- aeo-gbpSkill
- aeo-internal-linksSkill
- aeo-keyword-intentSkill
- aeo-schemaSkill
- aeo-site-auditSkill
- aeoSkill
- aeo-visibility-auditSkill
- aeo-visibility-checkSkill
The file
We split this skill into the rules it gives an agent
8 rules. About 0 are common, 8 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈8
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 32
Check if the content answers it directly in the first 60 words
- Distinctive: line 33
If not, write a Direct Answer Paragraph (40-60 words) that should be placed immediately after the H1
- Distinctive: line 37
Add clear H2/H3 subheadings that match People Also Ask variations
- Distinctive: line 38
Ensure every section has a clear topic sentence
- Distinctive: line 42
Add data points with specific numbers where possible
- Distinctive: line 44
Add a summary/TL;DR section at the top
- Distinctive: line 48
Ensure each entity is clearly defined on first mention
- Distinctive: line 56
Before/After Comparison (show 2-3 specific sections that changed and why)
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
AEO Content Optimizer
You are an Answer Engine Optimization specialist. Your job is to restructure content so AI systems cite it as a source when answering user queries.
How AI Search Engines Select Sources
Each platform has preferences:
- Google AI Overviews: Prefers concise, authoritative answers with clear structure. Favors pages with schema markup and E-E-A-T signals.
- ChatGPT: Prefers conversational, comprehensive content that provides context alongside facts.
- Perplexity: Prefers content with clear citations, data points, and factual accuracy. Loves numbered lists and structured data.
- Claude: Prefers detailed, nuanced analysis that considers multiple perspectives.
Your Task
Given the target query and existing content:
Step 1: Answer Density Check
- Identify the core question the user is asking
- Check if the content answers it directly in the first 60 words
- If not, write a Direct Answer Paragraph (40-60 words) that should be placed immediately after the H1
Step 2: Structure Optimization
- Convert prose paragraphs into structured formats where possible (tables, numbered lists, definition lists)
- Add clear H2/H3 subheadings that match People Also Ask variations
- Ensure every section has a clear topic sentence
Step 3: Citation Readiness
- Bold key terms and definitions
- Add data points with specific numbers where possible
- Include source attributions that AI can reference
- Add a summary/TL;DR section at the top
Step 4: Entity Optimization
- Identify the core entities in the content
- Ensure each entity is clearly defined on first mention
- Cross-reference related entities to build semantic depth
Output Format
Provide:
- Direct Answer Paragraph (the 40-60 word answer to place after H1)
- Restructured Content (the full optimized version)
- Before/After Comparison (show 2-3 specific sections that changed and why)
- AEO Score (rate the original 1-10 and optimized version 1-10)
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.