
seo-geo-optimizer
Audit and optimize content for SEO, GEO (generative engine optimization), and AEO (answer engine optimization). Use when user asks to "audit SEO", "check search visibility", "optimize for AI search", "generate schema markup", "validate metadata", "extract keywords", "optimize for Perplexity/ChatGPT/Gemini", "check Open Graph tags", "submit to IndexNow", or mentions SEO, GEO, AEO, or search optimization. Do NOT use for creating new content from scratch or image optimization.
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- Security
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Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/199-biotechnologies/claude-skill-seo-geo-optimizer --skill seo-geo-optimizer- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads seo-geo-optimizer automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
SEO/GEO/AEO Optimizer
Audit content for search engine and AI platform visibility. Generates schema markup, validates metadata, extracts keywords, and produces actionable reports.
When NOT to Use
- Creating new content from scratch (use content generation tools)
- Image optimization (use image-specific tools)
- Server-side performance (use web performance tools)
Decision Matrix
Pick the right script based on user intent:
| User Wants | Script | Input |
|---|---|---|
| Full audit with report | scripts/audit_report.py <file> --format all | HTML/MD/JSX |
| Content structure analysis | scripts/analyze_content.py <file> | HTML/MD/JSX |
| Meta tag validation | scripts/metadata_validator.py <file> | HTML |
| Keyword extraction | scripts/keyword_analyzer.py <file> | Any text |
| Entity extraction | scripts/entity_extractor.py <file> | Any text |
| Schema markup generation | scripts/schema_generator.py <type> [args] | CLI args |
| AI platform optimization | scripts/auto_implementer.py <file> <platform> | HTML + platform |
| Content optimization | scripts/content_optimizer.py <file> | HTML/MD |
| Citation enhancement | scripts/citation_enhancer.py <file> | HTML/MD |
| Voice search optimization | scripts/voice_optimizer.py <file> | HTML/MD |
| Freshness monitoring | scripts/freshness_monitor.py <file> | HTML |
| IndexNow submission | scripts/indexnow_submit.py <url> | URL |
Platforms for auto_implementer: chatgpt, perplexity, claude, gemini, grokipedia
Schema types: faq, article, howto, organization, person
Preflight
Before running any script, verify:
- File exists and is a supported type (.html, .md, .mdx, .jsx, .tsx)
- Python 3.7+ available (scripts use stdlib only, no external deps)
Error Handling
- FileNotFoundError: Check the path. Scripts accept absolute or relative paths.
- JSON decode errors: The input file may have malformed schema markup. Run
metadata_validator.pyfirst to identify issues. - Low scores (< 50): Not an error. Run
audit_report.py --format allfor detailed recommendations, then apply fixes withauto_implementer.py. - Script import errors: All scripts share
scripts/shared/utilities. Ensure the full scripts directory is intact.
Output
Reports saved to ~/Documents/SEO_Audit_YYYY-MM-DD_HH-MM-SS/ in three formats:
- JSON: Raw audit data for programmatic use
- Markdown: Readable report with recommendations
- HTML: Visual dashboard with scores and charts
References
| File | When to Read |
|---|---|
reference/scripts-reference.md | Detailed script flags and options |
reference/troubleshooting.md | Common issues and solutions |
reference/platform-strategies.md | Platform-specific optimization strategies |
reference/citation-optimization-guide.md | AI citation and GEO strategies |
reference/schema-library.md | Complete JSON-LD schema reference |
reference/entity-seo-guide.md | Knowledge Graph optimization |
reference/voice-search-guide.md | Voice search and AEO optimization |
reference/social-preview-guide.md | Open Graph and Twitter Card setup |
reference/statistics-2026.md | May 2026 review — what shifted, what survived, what to drop |
FAQ
What does the seo-geo-optimizer skill do?
Audit and optimize content for SEO, GEO (generative engine optimization), and AEO (answer engine optimization). Use when user asks to "audit SEO", "check search visibility", "optimize for AI search", "generate schema markup", "validate metadata", "extract keywords", "optimize for Perplexity/ChatGPT/Gemini", "check Open Graph tags", "submit to IndexNow", or mentions SEO, GEO, AEO, or search optimization. Do NOT use for creating new content from scratch or image optimization.
How do I install seo-geo-optimizer?
Run npx skills add https://github.com/199-biotechnologies/claude-skill-seo-geo-optimizer --skill seo-geo-optimizer in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/seo-geo-optimizer/ (personal) or .claude/skills/seo-geo-optimizer/ (project).
Which AI agents can use seo-geo-optimizer?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is seo-geo-optimizer safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains seo-geo-optimizer?
It is published by 199-biotechnologies in 199-biotechnologies/claude-skill-seo-geo-optimizer. It has 83 recorded installs.
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