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geo-visibility-audit

Audits brand presence across AI engines without API tools.

Updated Dec 29, 2020
Search Tags:#audit#data collection#competitor analysis#brand mentions#AI search visibility#cross-platform testing#GEO strategy
One-click install
npx skills add https://github.com/ihmissuti/kimmoihanus-nextjs-site --skill geo-visibility-audit
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo-visibility-audit
Source: https://github.com/ihmissuti/kimmoihanus-nextjs-site/tree/main/.cursor/skills/geo-visibility-audit
Command: npx skills add https://github.com/ihmissuti/kimmoihanus-nextjs-site --skill geo-visibility-audit

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps teams perform manual AI search visibility audits without relying on external API tools, enabling quick baseline assessments of brand presence across multiple AI engines.

Core Features & Use Cases

  • Cross-platform visibility testing: Evaluate how your brand appears on ChatGPT, Perplexity, Google AI Mode, Claude, and Bing Copilot.
  • Competitor benchmarking: Compare mentions and positioning against 3-5 direct competitors to identify gaps.
  • GEO strategy support: Build location-based visibility insights for geo-targeted campaigns.
  • Use Case: A marketing team wants a fast-health check of brand mentions across AI engines for a new product launch and tracks changes over time.
  • The skill provides a structured workflow for scoping, testing, recording data, and analyzing results.

Quick Start

Define your audit scope, run manual checks across listed AI platforms, and document findings using the provided template.

Frequently Asked Questions about geo-visibility-audit

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

FAQPage Schema
How do I audit brand visibility across AI search engines without an API?▼

To audit brand visibility without an API, manually test your brand presence across platforms like ChatGPT, Perplexity, and Claude. This skill provides a structured workflow to define your scope, run cross-platform testing, and document findings.

What is the best way to compare competitor mentions on ChatGPT and Bing Copilot?▼

The best way to compare competitor mentions is through manual cross-platform testing against 3-5 direct competitors. This process records brand mentions and positioning gaps across AI engines to identify where competitors have visibility.

How do I track AI search visibility for a geo-targeted marketing campaign?▼

You track AI search visibility for geo-targeted campaigns by applying location-based queries during manual AI search testing. This builds location-based visibility insights to support and refine your GEO strategy.

Can I perform a manual AI search visibility audit for a new product launch?▼

Yes, you can perform a manual AI search visibility audit for a new product launch. It serves as a fast health check to establish a baseline of brand mentions across AI engines and track changes over time.

Does this approach to AI visibility testing require any external API tools?▼

No, this approach to AI visibility testing does not require external API tools. It relies entirely on direct manual AI search testing across platforms and uses provided data recording templates for actionable analysis.

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