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Geo Optimizer

Skill Verified Active
Part of:Toprank

Generative Engine Optimization (GEO) — make content rank in AI search answers from ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. Audits existing content, rewrites for AI citation, and produces per-engine strategy. Use when asked to "optimize for AI search", "rank in ChatGPT", "GEO audit", "improve AI citations", "rank in Perplexity", "AI Overview optimization", "AI Overview ranking", "LLM SEO", "answer engine optimization", "AEO", "get cited by AI", "GEO", "generative engine optimization", "show up in ChatGPT", "appear in AI answers", "be cited by Perplexity", "SGE optimization", "Search Generative Experience", or "make my content show up in AI answers". Distinct from regular SEO — this targets generative engines, not traditional Google rankings.

Purpose

To help content creators and SEO professionals make their content rank and get cited in AI-powered search results by applying specialized Generative Engine Optimization techniques.

Features

  • Audits content for AI search engine ranking signals
  • Rewrites content to maximize AI citation probability
  • Produces per-engine strategy for major AI search platforms
  • Emphasizes evidence density and PAWC over keyword stuffing
  • Integrates with other SEO and content tools

Use Cases

  • When asked to optimize content for AI search ranking
  • When needing to improve AI citations for articles or web pages
  • When developing a strategy to appear in AI Overviews or LLM-generated answers
  • When ensuring content adheres to GEO best practices for platforms like ChatGPT, Perplexity, or Gemini

Non-Goals

  • Traditional SEO for Google's blue links (though it complements it)
  • Generating fabricated statistics or quotes
  • Automated content submission to CMS platforms (except Strapi via seo-analysis)
  • Replacing human editorial judgment entirely

Installation

First, add the marketplace

/plugin marketplace add nowork-studio/toprank
/plugin install toprank@nowork-studio

Quality Score

Verified
100 /100
Analyzed about 14 hours ago

Trust Signals

Last commit4 days ago
Stars2.1k
LicenseMIT
Status
View Source

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