Why does the skill suggest Reddit for Perplexity optimization?

Perplexity heavily weights community validation; nearly 47% of its citations come from Reddit, making platform-specific community engagement a key GEO signal.

What is the output of this skill?

The skill generates a comprehensive GEO-PLATFORM-OPTIMIZATION.md file containing scores, identified gaps, and prioritized action items for each major AI platform.

How does this skill help with Google AI Overviews?

It provides a 10-point checklist focusing on question-based headings, direct answers, and structured data—factors that significantly increase the likelihood of being cited in AIO.

What is GEO (Generative Engine Optimization)?

GEO is the process of optimizing content specifically to be cited and ranked by AI search engines and large language models like ChatGPT, Perplexity, and Google Gemini.

Can I use this for local SEO?

Yes, specifically through the Google Gemini optimization module, which focuses on Google Business Profile data and Knowledge Graph entity presence.

GEO Platform Optimizer

Name: GEO Platform Optimizer
Author: lev-os

bylev-os

•

Marketing Automation

Audits and optimizes web content for visibility across major AI search engines including Google AIO, ChatGPT, Perplexity, and Gemini.

The GEO Platform Optimizer is a specialized skill designed to help digital marketers and developers navigate the shifting landscape of Generative Engine Optimization (GEO). By providing platform-specific checklists and detailed scoring rubrics, it enables users to audit their content against the unique ranking signals of Google AI Overviews, ChatGPT (Bing-based), Perplexity (community-focused), and Google Gemini. This tool is essential for teams looking to move beyond traditional SEO and capture high-value citations in AI-generated search results through structured entity management, community validation, and strategic content formatting.

Key Features

01Automated generation of GEO-PLATFORM-OPTIMIZATION.md action plans

02Quantitative scoring rubrics (0-100) to benchmark GEO readiness

03Platform-specific optimization checklists for major AI search engines

041 GitHub stars

05Guidance on community-driven signals like Reddit and forum participation

06Entity recognition strategies for Wikipedia, Wikidata, and Knowledge Graphs

Use Cases

01Managing brand entity consistency across Wikipedia, Wikidata, and Google Knowledge Panels

02Auditing existing websites to identify gaps in AI search engine visibility and citations

03Developing content strategies that prioritize AI-friendly formatting and direct answers

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lev-os/agents geo-platform-optimizer

For use in Claude.ai and ChatGPT

Key Features

01Automated generation of GEO-PLATFORM-OPTIMIZATION.md action plans

02Quantitative scoring rubrics (0-100) to benchmark GEO readiness

03Platform-specific optimization checklists for major AI search engines

041 GitHub stars

05Guidance on community-driven signals like Reddit and forum participation

06Entity recognition strategies for Wikipedia, Wikidata, and Knowledge Graphs

Use Cases

01Managing brand entity consistency across Wikipedia, Wikidata, and Google Knowledge Panels

02Auditing existing websites to identify gaps in AI search engine visibility and citations

03Developing content strategies that prioritize AI-friendly formatting and direct answers