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aeo-ai-overview-simulator

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Preview AI Overviews with grounded prompts.

Data & Analytics#analytics#simulation#grounding#gemini#sources#ai-overviews#domain-tracking
Authorpsyduckler
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Simulate Google AI Overviews by running prompts through Gemini 3 Flash with Google Search grounding. See which sources get cited, how often, and what snippets get pulled — before checking the real AI Overview. Track a specific domain to measure mention rate, citation rate, and exact excerpts. Use when a user wants to: preview what an AI Overview would look like for a query, see which sources Google's AI cites, measure a domain's citation share, or understand what content Gemini pulls from their site.

Core Features & Use Cases

  • Grounding-enabled AI Overview simulation using Gemini 3 Flash and Google Search results.
  • Domain tracking to measure mention and citation rates, plus excerpts from grounded sources.
  • Concurrent runs and diff-based stability analysis to surface stable vs volatile content across prompts.

Quick Start

Run a prompt to simulate a Google AI Overview and observe how sources are cited and how domain mentions appear across runs.

Dependency Matrix

Required Modules

None required

Components

scripts

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: aeo-ai-overview-simulator
Download link: https://github.com/psyduckler/aeo-skills/archive/main.zip#aeo-ai-overview-simulator

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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