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.