Seo Geo Optimizer logo

Seo Geo Optimizer

Organization
199-biotechnologies
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.

Overview

Publisher199-biotechnologies
Repositoryclaude-skill-seo-geo-optimizer
Skill nameseo-geo-optimizer
Stars
51
Forks
6
Bundled files
43
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 43 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by 199-biotechnologies on GitHub. Read the source before you install it.

Installation

Install the Seo Geo Optimizer AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/199-biotechnologies/claude-skill-seo-geo-optimizer/tree/main
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/199-biotechnologies/claude-skill-seo-geo-optimizer.git \
  .claude/skills/seo-geo-optimizer
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Seo Geo Optimizer in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Seo Geo Optimizer on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Seo Geo Optimizer is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

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 WantsScriptInput
Full audit with reportscripts/audit_report.py <file> --format allHTML/MD/JSX
Content structure analysisscripts/analyze_content.py <file>HTML/MD/JSX
Meta tag validationscripts/metadata_validator.py <file>HTML
Keyword extractionscripts/keyword_analyzer.py <file>Any text
Entity extractionscripts/entity_extractor.py <file>Any text
Schema markup generationscripts/schema_generator.py <type> [args]CLI args
AI platform optimizationscripts/auto_implementer.py <file> <platform>HTML + platform
Content optimizationscripts/content_optimizer.py <file>HTML/MD
Citation enhancementscripts/citation_enhancer.py <file>HTML/MD
Voice search optimizationscripts/voice_optimizer.py <file>HTML/MD
Freshness monitoringscripts/freshness_monitor.py <file>HTML
IndexNow submissionscripts/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:

  1. File exists and is a supported type (.html, .md, .mdx, .jsx, .tsx)
  2. 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.py first to identify issues.
  • Low scores (< 50): Not an error. Run audit_report.py --format all for detailed recommendations, then apply fixes with auto_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

FileWhen to Read
reference/scripts-reference.mdDetailed script flags and options
reference/troubleshooting.mdCommon issues and solutions
reference/platform-strategies.mdPlatform-specific optimization strategies
reference/citation-optimization-guide.mdAI citation and GEO strategies
reference/schema-library.mdComplete JSON-LD schema reference
reference/entity-seo-guide.mdKnowledge Graph optimization
reference/voice-search-guide.mdVoice search and AEO optimization
reference/social-preview-guide.mdOpen Graph and Twitter Card setup
reference/statistics-2026.mdMay 2026 review — what shifted, what survived, what to drop

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Seo Geo Optimizer AI 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.

Why use Seo Geo Optimizer on TypingMind?

Because you install it once and use it with any model. Seo Geo Optimizer is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Seo Geo Optimizer in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/199-biotechnologies/claude-skill-seo-geo-optimizer/tree/main. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Seo Geo Optimizer?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Seo Geo Optimizer?

As many as you like. As long as a model supports skills, you can use Seo Geo Optimizer with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Seo Geo Optimizer AI skill free?

Yes. It is published on GitHub by 199-biotechnologies under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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