geo-platform-optimizer

Audit and score AI search visibility across five platforms using per-platform checklists.

2|Updated Mar 20, 2026
One-click install
npx skills add https://github.com/multiplex-ai/muggle-ai-teams --skill geo-platform-optimizer-multiplex-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: geo-platform-optimizer
Source: https://github.com/multiplex-ai/muggle-ai-teams/tree/main/skills/geo-platform-optimizer
Command: npx skills add https://github.com/multiplex-ai/muggle-ai-teams --skill geo-platform-optimizer-multiplex-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Platform-specific AI search optimization is essential because different AI search platforms index and rank content differently, causing inconsistent visibility across AIO, ChatGPT, Perplexity, Gemini, and Bing Copilot.

Core Features & Use Cases

  • Per-platform checklists to audit Google AI Overviews, ChatGPT Web Search, Perplexity AI, Google Gemini, and Bing Copilot.
  • A 0-100 scoring rubric that surfaces gaps and actionable items for each platform.
  • Auto-generation of GEO-PLATFORM-OPTIMIZATION.md with per-platform scores, gaps, and recommended actions for improvement.
  • Use case: optimize a domain's presence for multiple AI search platforms to improve authoritative citations and coverage.

Quick Start

Run the platform checklists for the five platforms and generate the GEO-PLATFORM-OPTIMIZATION.md report with per-platform scores and recommended actions.

Frequently Asked Questions about geo-platform-optimizer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I optimize my domain's visibility across multiple AI search platforms?

AI search optimization across multiple platforms requires auditing visibility on Google AI Overviews, ChatGPT Web Search, Perplexity AI, Google Gemini, and Bing Copilot. A structured rubric scores each platform from 0-100 to surface coverage gaps and generate actionable improvement items.

What is the best way to audit AI search performance for ChatGPT Web Search and Bing Copilot?

Auditing AI search performance for ChatGPT Web Search and Bing Copilot involves applying per-platform checklists to evaluate publicly observable signals. This process generates a GEO-PLATFORM-OPTIMIZATION.md report containing specific scores, visibility gaps, and recommended actions for each platform.

Can I evaluate AI search citations for my domain without access to internal indexing data?

Evaluating AI search citations for a domain is possible using only publicly observable signals. The audit process applies a structured rubric to check Google AI Overviews, Perplexity AI, and other platforms, producing a report with gaps and action items without requiring internal data.

How do I generate a GEO optimization report with action items for Google Gemini and Perplexity AI?

Generating a GEO optimization report involves running per-platform checklists for Google Gemini, Perplexity AI, and other major search platforms. The output is a GEO-PLATFORM-OPTIMIZATION.md file that details per-platform 0-100 scores, identified gaps, and recommended actions.

Does platform-specific AI search optimization require different strategies for each search engine?

Platform-specific AI search optimization requires different strategies because platforms like Google AI Overviews, ChatGPT Web Search, and Bing Copilot index and rank content differently. Per-platform checklists address these differences by evaluating specific signals and producing tailored action items.