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aeo-citation-gap-finder

Compare Google AI citations with web results to identify cross-platform gaps.

9|2|Updated Feb 12, 2026
Search Tags:#cross-platform#gemini#citation#web-search#gap-analysis#domain-report
One-click install
npx skills add https://github.com/psyduckler/aeo-skills --skill aeo-citation-gap-finder
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: aeo-citation-gap-finder
Source: https://github.com/psyduckler/aeo-skills/tree/main/aeo-citation-gap-finder
Command: npx skills add https://github.com/psyduckler/aeo-skills --skill aeo-citation-gap-finder

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Compare Google AI citations with top web search results for a given prompt and domain to identify cross-platform gaps in visibility.

Core Features & Use Cases

  • Run Gemini grounding with Google Search to collect AI citation data for a prompt.
  • Compare Google AI citations with Brave web search results to reveal gaps.
  • Generate a domain-level report with AI citation rates, web presence, and clear recommendations.
  • Use results to optimize content for cross-platform visibility across Gemini, ChatGPT, and Perplexity.

Quick Start

Run a gap analysis for a prompt and domain to identify Google AI versus web citation gaps.

Frequently Asked Questions about aeo-citation-gap-finder

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

FAQPage Schema
How do I find citation gaps between Google AI and web search results?▼

To find Google AI citation gaps, you compare Gemini grounding citations against Brave web search results to identify visibility discrepancies for a target domain. This generates a domain report highlighting AI citation rates and web presence gaps.

What is cross-platform visibility analysis for AI citations?▼

Cross-platform visibility analysis measures how often a domain is cited by AI models like Gemini compared to standard web search results. It reveals optimization gaps to boost domain presence across multiple search platforms.

Do I need a Gemini API key to run AI citation gap analysis?▼

Yes, you need a Gemini API key (GEMINI_API_KEY) to run AI citation gap analysis because the tool sends concurrent Gemini grounding requests to collect citation data. An optional Brave API key (BRAVE_API_KEY) adds web search comparison.

How do I optimize content for Gemini citations using a domain report?▼

You optimize content for Gemini citations by applying the actionable recommendations from the generated domain report. This identifies specific cross-platform gaps between AI citations and web presence to guide your optimization strategy.

Can I get JSON output from an AI citation gap analysis?▼

Yes, you can get JSON output from the AI citation gap analysis. The tool returns structured results containing AI citation rates and web presence metrics in either text or JSON format for integration into other workflows.

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