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Agent skill

SEO Geo Optimizer

by NeverSight in NeverSight/learn-skills.dev

Comprehensive SEO/GEO/AEO analysis toolkit for optimizing content visibility across traditional search engines (Google, Bing), AI platforms (ChatGPT, Perplexity, Claude, Gemini, Grokipedia), answer…

MITAuto-check passedMarketing & SEO

Install SEO Geo Optimizer

skills CLI
$ npx skills add NeverSight/learn-skills.dev --skill seo-geo-optimizer -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install NeverSight/learn-skills.dev seo-geo-optimizer --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/NeverSight/learn-skills.dev.git skills-src && mkdir -p .claude/skills && cp -r skills-src/data/skills-md/199-biotechnologies/claude-skill-seo-geo-optimizer/seo-geo-optimizer .claude/skills/seo-geo-optimizer && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
seo-geo-optimizer
GitHub stars
216
Used in
1 other repo
Token cost
~2.6k tokens
SKILL.md length
817 words
Files
13
Skills in repo
42
Repo updated
First seen
Licence
MIT

At a glance

Comprehensive SEO/GEO/AEO analysis toolkit for optimizing content visibility across traditional search engines (Google, Bing), AI platforms (ChatGPT, Perplexity, Claude, Gemini, Grokipedia), answer…

  • Works in 5 steps: Metadata Validation → Keyword Analysis → Entity Extraction → …
  • Tasks that involve AI search optimization
  • SKILL.md covers Overview, Quick Start, Core Operations and Platform Optimization, plus 5 more sections
  • Calls python

What it does

SEO Geo Optimizer is an agent skill from NeverSight/learn-skills.dev. Comprehensive SEO/GEO/AEO analysis toolkit for optimizing content visibility across traditional search engines (Google, Bing), AI platforms (ChatGPT, Perplexity, Claude, Gemini, Grokipedia), answer engines (Google AI Overviews, Bing Copilot, featured snippets), voice assistants (Google Assistant, Siri, Alexa), and social media (Facebook, Twitter, LinkedIn, WhatsApp, Instagram). Analyzes HTML/Markdown/JSX files for metadata completeness, schema markup, keyword optimization, entity extraction, and generates…

Its SKILL.md is about 2.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 12 other files (for example `stats.json`).

It sits in Marketing & SEO, covering AI search optimization, Schema markup and Web search. It works with OpenAI, Perplexity, LinkedIn and X (Twitter). The repository describes itself as: Curated high-quality AI Agent Skills. Search, install, copy and share. Works with Claude Code, Cursor, OpenClaw, and other AI coding tools. The licence is MIT.

When your agent uses it

  • Tasks that involve AI search optimization
  • Tasks that involve Schema markup
  • Tasks that involve Web search

Example prompts

  • “/seo-geo-optimizer”

Requirements

  • Python 3
  • A credential in YOUR_KEY

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. Metadata Validation
  2. Keyword Analysis
  3. Entity Extraction
  4. Schema Markup Generation
  5. IndexNow Instant Indexing

What it can do on your machine

Read from SKILL.md and the folder at commit 50f7fc9. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • python

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

SEO Geo Optimizer loads about 2.6k tokens when it runs. Until then it costs about 149 tokens; SKILL.md has 817 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~149
When it runs · the whole SKILL.md, loaded when a task matches
~2.6k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from NeverSight/learn-skills.dev at commit 50f7fc9, republished under its MIT licence (© NeverSight). 817 words, ~2,585 tokens.

Download SKILL.mdSave it as .claude/skills/seo-geo-optimizer/SKILL.md (or your agent's skills folder). This skill also uses 12 other files; get the full folder from GitHub.
name
seo-geo-optimizer
description
Comprehensive SEO/GEO/AEO analysis toolkit for optimizing content visibility across traditional search engines (Google, Bing), AI platforms (ChatGPT, Perplexity, Claude, Gemini, Grokipedia), answer engines (Google AI Overviews, Bing Copilot, featured snippets), voice assistants (Google Assistant, Siri, Alexa), and social media (Facebook, Twitter, LinkedIn, WhatsApp, Instagram). Analyzes HTML/Markdown/JSX files for metadata completeness, schema markup, keyword optimization, entity extraction, and generates multi-format audit reports with platform-specific recommendations.
author
Boris Djordjevic, 199 Biotechnologies
license
MIT. Complete terms in LICENSE

SEO/GEO/AEO Optimizer Guide

Overview

This skill analyzes content for SEO/GEO/AEO optimization across traditional search engines, AI platforms, and answer engines. Use it to audit content files, generate schema markup, validate metadata, extract keywords, and produce comprehensive reports with actionable recommendations.

2025 Context: AI-referred traffic grew 527% (Jan-May 2025). Content optimized for AI citation shows 33-40% higher visibility.

Quick Start

Comprehensive Audit
bash
# Generate full audit report (JSON, Markdown, HTML)
python scripts/audit_report.py ~/project/about.html --format all

# Output: ~/Documents/SEO_Audit_YYYY-MM-DD_HH-MM-SS/
# - audit_report.json (raw data)
# - audit_report.md (readable text)
# - audit_report.html (visual dashboard)
Content Analysis
bash
# Analyze file structure and metadata
python scripts/analyze_content.py ~/project/page.html

# Output: JSON with meta tags, schema, content structure, issues, score
Schema Generation
bash
# Generate FAQ schema (highest AI citation probability)
python scripts/schema_generator.py faq \
  --question "What is longevity medicine?" \
  --answer "Longevity medicine optimizes biomarkers like LDL <70 mg/dL to reduce cardiovascular risk by 30-40%."

# Generate Article schema with E-E-A-T signals
python scripts/schema_generator.py article \
  --title "Understanding Biomarkers" \
  --author "Dr. Sarah Johnson" \
  --credentials "MD, PhD" \
  --date "2025-01-15"
Content Optimization (Phase 2)
bash
# Full optimization pipeline for specific platform
python scripts/auto_implementer.py page.html perplexity

# Optimize content structure (meta description, FAQ, data tables)
python scripts/content_optimizer.py page.html

# Platform-specific optimization
python scripts/platform_optimizer.py page.html chatgpt

# Check freshness (3.2x citations for content <30 days old)
python scripts/freshness_monitor.py page.html

Core Operations

1. Metadata Validation

Validate meta tags, Open Graph, Twitter Cards, and schema completeness.

bash
python scripts/metadata_validator.py ~/project/page.html

Fix Critical Issues:

  • Title too short → Expand to 50-60 chars with brand name
  • Missing og:image → Add 1200×630px image for social previews
  • No schema → Generate FAQ/Article schema for AI citation
2. Keyword Analysis

Extract primary, semantic, long-tail, and question-based keywords with semantic clustering.

bash
# Full analysis with clustering
python scripts/keyword_analyzer.py ~/project/page.html

# Fast mode without clustering
python scripts/keyword_analyzer.py ~/project/page.html --no-clusters

Optimization Tips:

  • Primary keyword density: 1-3% (avoid stuffing)
  • Add 3+ question keywords for voice search
  • Long-tail phrases (3-4 words) for specificity
  • Use keyword clusters to build pillar content strategy
3. Entity Extraction

Extract persons, organizations, places for Knowledge Graph optimization.

bash
python scripts/entity_extractor.py ~/project/page.html

E-E-A-T Signals (+40% AI citation boost):

  • Add full names with credentials (MD, PhD, MBA)
  • Include institutional affiliations (Stanford, Harvard)
  • Link to external profiles (Google Scholar, LinkedIn)
4. Schema Markup Generation

Generate JSON-LD schemas for AI platforms.

FAQ Schema (Highest Citation Probability)
bash
python scripts/schema_generator.py faq \
  --question "What is optimal LDL cholesterol?" \
  --answer "Optimal LDL for longevity is <70 mg/dL, reducing cardiovascular risk by 30-40%."

Voice Search Optimization:

  • Answers ≤29 words for voice assistants
  • Natural language questions
  • Direct, specific answers
5. IndexNow Instant Indexing

Submit URLs directly to search engines for immediate indexing (Bing, Yandex, Seznam, Naver).

bash
# Generate key (one-time setup)
python scripts/indexnow_submit.py --generate-key --output ./public

# Submit URL after publishing
python scripts/indexnow_submit.py https://yoursite.com/new-page --key YOUR_KEY

# Batch submit
python scripts/indexnow_submit.py --batch urls.txt --key YOUR_KEY

GEO Impact:

  • Bing index feeds AI platforms (ChatGPT, Perplexity, Claude)
  • Content indexed in minutes vs weeks
  • 3.2x citation boost for fresh content (<30 days)

Platform Optimization

ChatGPT (Depth & Authority)
  • Comprehensive coverage (1500-2500 words)
  • Author credentials prominent (MD, PhD, MBA)
  • Citations to primary sources (PubMed, arXiv)
  • Evidence-based claims with statistics
Perplexity (Freshness & Citations)
  • Recent dateModified (update weekly)
  • Inline citations with links
  • Specialized, deep-dive content
  • Current statistics (2024-2025)
Claude (Accuracy & Primary Sources)
  • Primary source citations only
  • Methodology transparent
  • Limitations acknowledged
  • Data availability stated
Gemini (Community & Local)
  • User reviews and ratings
  • Google Business Profile optimized
  • Local citations (NAP consistency)
  • Traditional authority signals
Grokipedia (xAI, Transparency & RAG)
  • RAG-based citations (20-30% better factual consistency)
  • Transparent version history and licensing
  • Primary source attribution (publisher + year)
  • Wikipedia-derived content requires CC-BY-SA attribution

AI Citation Optimization

TL;DR Strategy (+35% Citation Boost)

Place direct answer in first 60 words.

E-E-A-T Signals (+40% Citation Boost)

Author Credentials:

markdown
**Author**: Dr. Sarah Johnson, MD, PhD, FAAD
**Affiliation**: Stanford School of Medicine
**Published**: 2025-01-15 | **Updated**: 2025-11-11
Voice Search Optimization

29-Word Answers for voice assistants.

Reference Documentation

For detailed guides and templates, see the reference/ directory:

Optimization Guides:

  • citation-optimization-guide.md - AI citation strategies
  • entity-seo-guide.md - Knowledge Graph optimization
  • platform-strategies.md - Platform-specific optimization
  • voice-search-guide.md - Voice search optimization
  • social-preview-guide.md - Open Graph, Twitter Cards
  • schema-library.md - Complete JSON-LD reference

Templates (templates/ directory):

  • meta-tags-template.html - Complete meta tags
  • Schema templates (FAQ, Article, HowTo, Breadcrumb, Organization, Person)

Industry Examples (examples/ directory):

  • medical-clinic/ - Healthcare optimization (15/100 → 92/100)
  • consulting-firm/ - B2B entity SEO (22/100 → 89/100)
  • saas-landing-page/ - LLMO optimization (18/100 → 94/100)

Common Issues & Solutions

Low AI Citation Rate

Solutions:

  1. Add TL;DR in first 60 words (+35% boost)
  2. Display author credentials (MD, PhD) (+40% boost)
  3. Link to primary sources (PubMed, arXiv)
  4. Update dateModified weekly
  5. Add FAQ schema (highest citation probability)
Show full SKILL.md (309 more words)Show less
Poor Social Media Previews

Solutions:

  1. Add 1200×630px og:image
  2. Use absolute URLs (https://...)
  3. Include og:title and og:description
  4. Test with platform validators
Knowledge Graph Not Showing

Solutions:

  1. Add Organization schema to homepage
  2. Create Person schema for key individuals
  3. Ensure NAP consistency across web
  4. Link external profiles (LinkedIn, Wikipedia)
  5. Claim Google Business Profile

Performance Notes

Script Execution Times:

  • analyze_content.py: <1 second
  • metadata_validator.py: <1 second
  • keyword_analyzer.py: <2 seconds
  • entity_extractor.py: <1 second
  • schema_generator.py: <1 second
  • audit_report.py: 3-5 seconds

Requirements:

  • Python 3.7+
  • Stdlib only (no external dependencies)
  • Works offline

Script Reference

Phase 1: Analysis:

  • analyze_content.py <file> - Extract metadata, schema, structure
  • metadata_validator.py <file> - Validate meta tags, OG, Twitter Cards
  • keyword_analyzer.py <file> - Extract keywords
  • entity_extractor.py <file> - Extract entities
  • audit_report.py <file> [options] - Generate audit reports

Phase 2: Implementation:

  • content_optimizer.py <file> - Rewrite content (meta description, FAQ, data tables)
  • platform_optimizer.py <file> <platform> - Platform-specific (chatgpt, perplexity, claude, gemini, grokipedia)
  • voice_optimizer.py <file> - Add voice search optimization (Speakable schema)
  • freshness_monitor.py <file> - Check content age, recommend updates
  • citation_enhancer.py <file> - Identify citation opportunities (+41% impact)
  • auto_implementer.py <file> [platform] - Full optimization pipeline

Generation:

  • schema_generator.py <type> [options] - Generate JSON-LD schemas

Indexing:

  • indexnow_submit.py <url> --key KEY - Submit URL to search engines instantly
  • indexnow_submit.py --batch <file> --key KEY - Batch submit URLs
  • indexnow_submit.py --generate-key - Generate IndexNow key

Supported Files: HTML, Markdown, React/JSX Output Formats: JSON, Markdown, HTML

2025 Statistics

AI Citation Impact:

  • 527% AI traffic growth (Jan-May 2025)
  • 40.58% citations from top 10 SERP results
  • +35% boost with TL;DR in first 60 words
  • +40% boost with author credentials
  • +40% boost with proper heading hierarchy

Voice Search:

  • 29-word answers optimal
  • FAQ schema: highest citation probability
  • 80% of voice answers from top 3 results

Social Media:

  • 1200×630px standard across platforms (Facebook, LinkedIn, WhatsApp)
  • Instagram: 1080×1920px for Stories, 1080×1350px for Feed, bio link optimization
  • 3x engagement with proper previews
  • +250% WhatsApp/iMessage share rate with og:image

License

MIT License. See LICENSE file for complete terms.

© NeverSight, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 12 other files in data/skills-md/199-biotechnologies/claude-skill-seo-geo-optimizer/seo-geo-optimizer of NeverSight/learn-skills.dev.

  • SKILL.md
  • description_ar.txt
  • description_cn.txt
  • description_de.txt
  • description_en.txt
  • description_es.txt
  • description_fr.txt
  • description_it.txt
  • description_ja.txt
  • description_ko.txt
  • description_ru.txt
  • description_tw.txt
  • stats.json

Open the folder on GitHubat commit 50f7fc9

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in NeverSight/learn-skills.dev, which our catalogue first saw on October 7, 2026.

Compare with similar skills

SEO Geo Optimizer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

SEO Geo Optimizer compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
SEO Geo Optimizer this skillNeverSight/learn-skills.dev2161 repos~2.6kAutomated safety check: PassMIT
Marketing OsYuzzyuk/marketing-os538—~2.5kAutomated safety check: PassMIT
Geoliangdabiao/GEO-Content-Optimizer-Skill2051 repos~2.3kAutomated safety check: NotesMIT
Geo Optimizerliangdabiao/GEO-Content-Optimizer-Skill205—~1.1kAutomated safety check: PassNone
Geo Optimizerhuifer/claude-code-seo110—~650Automated safety check: NotesMIT
Web Contentalinaqi/maggy707—~3.8kAutomated safety check: PassMIT

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Works with

Categories

Questions about SEO Geo Optimizer

What does SEO Geo Optimizer do?

Comprehensive SEO/GEO/AEO analysis toolkit for optimizing content visibility across traditional search engines (Google, Bing), AI platforms (ChatGPT, Perplexity, Claude, Gemini, Grokipedia), answer…. dev. Comprehensive SEO/GEO/AEO analysis toolkit for optimizing content visibility across traditional search engines (Google, Bing), AI platforms (ChatGPT, Perplexity, Claude, Gemini, Grokipedia), answer engines (Google AI Overviews, Bing Copilot, featured snippets), voice assistants (Google Assistant, Siri, Alexa), and social media (Facebook, Twitter, LinkedIn, WhatsApp, Instagram).

When should I use SEO Geo Optimizer?

SEO Geo Optimizer fits situations like: tasks that involve AI search optimization; tasks that involve Schema markup; tasks that involve Web search.

How do I install SEO Geo Optimizer in Claude Code?

Run `npx skills add NeverSight/learn-skills.dev --skill seo-geo-optimizer -a claude-code`. Or copy the skill folder (data/skills-md/199-biotechnologies/claude-skill-seo-geo-optimizer/seo-geo-optimizer in NeverSight/learn-skills.dev) into .claude/skills/seo-geo-optimizer in your project. Claude Code loads it when a task matches its description.

How do I install SEO Geo Optimizer in Codex?

Run `npx skills add NeverSight/learn-skills.dev --skill seo-geo-optimizer -a codex`. Or copy the skill folder (data/skills-md/199-biotechnologies/claude-skill-seo-geo-optimizer/seo-geo-optimizer in NeverSight/learn-skills.dev) into .agents/skills/seo-geo-optimizer in your project. Codex loads it when a task matches its description.

Can I use SEO Geo Optimizer in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add NeverSight/learn-skills.dev --skill seo-geo-optimizer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/seo-geo-optimizer, .gemini/skills/seo-geo-optimizer, .github/skills/seo-geo-optimizer and .opencode/skills/seo-geo-optimizer in your project.

What does SEO Geo Optimizer need to run?

Going by SKILL.md and its folder, SEO Geo Optimizer needs the command-line tools its instructions call (python). Our summary lists: Python 3; A credential in YOUR_KEY.

Does SEO Geo Optimizer access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is SEO Geo Optimizer safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does SEO Geo Optimizer use?

SEO Geo Optimizer is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does SEO Geo Optimizer use?

About 2.6k tokens (SKILL.md is roughly 10k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to SEO Geo Optimizer?

Skills that share tags, products or a category with SEO Geo Optimizer: Marketing Os (Yuzzyuk/marketing-os, 538 stars), Geo (liangdabiao/GEO-Content-Optimizer-Skill, 205 stars), Geo Optimizer (liangdabiao/GEO-Content-Optimizer-Skill, 205 stars) and Geo Optimizer (huifer/claude-code-seo, 110 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains SEO Geo Optimizer?

NeverSight (a GitHub organization) maintains it in NeverSight/learn-skills.dev, which has 216 GitHub stars. The repository holds 42 skills in this directory. The repository was last updated on October 9, 2026.

Source: NeverSight/learn-skills.dev on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.