geo-content-research

Mine user prompts and score citability to build prioritized GEO target tables.

1.3k|43|Updated Feb 26, 2026
One-click install
npx skills add https://github.com/onvoyage-ai/gtm-engineer-skills --skill geo-content-research
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: geo-content-research
Source: https://github.com/onvoyage-ai/gtm-engineer-skills/tree/main/geo-content-research
Command: npx skills add https://github.com/onvoyage-ai/gtm-engineer-skills --skill geo-content-research

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Helps brands discover the exact natural-language queries and evidence AI chatbots use to recommend products, and turns that research into a prioritized plan for content and data pages that AI will cite. It reduces guesswork in SEO and answers the question: "What do I need to publish so ChatGPT, Gemini, and Perplexity will name my brand?"

Core Features & Use Cases

  • GEO Prompt Discovery: Mines People Also Ask, Reddit, Quora, and autocomplete to collect real user prompts across definition, recommendation, comparison, trust, how-to, cost, landscape, and use-case queries.
  • Prompt Scoring & Prioritization: Scores prompts by citability and competitive intensity, assigns business-value tiers (Buy/Solve/Learn), and produces a GEO Prompt Target Table ready for content planning.
  • Content Blueprint & Authority Plan: Maps high-priority prompts to AI-ready page templates (Direct Answer, Comparison Table, Data Section), and provides off-site tactics (Quora, Reddit, Medium, Wikipedia) to build citation authority.
  • Use Case: A marketer or SEO specialist preparing a site to be recommended by AI engines for a specific product category can run the skill to get a prioritized content roadmap and testing prompts.

Quick Start

Use the geo-content-research skill to generate a GEO Prompt Target Table for my product category "home water purifier" and prioritize prompts by business value.

Frequently Asked Questions about geo-content-research

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

FAQPage Schema
How do I get my brand cited by AI engines like ChatGPT and Perplexity?

To get your brand cited by AI engines, you need a GEO content strategy that researches real user prompts and publishes direct-answer pages with high citability. This builds the authority AI chatbots look for when recommending products.

How do I find the exact natural-language queries AI chatbots use to recommend products?

Finding exact natural-language queries for AI recommendations requires mining sources like People Also Ask, Reddit, Quora, and autocomplete. This prompt research reveals real user questions across definition, comparison, and use-case categories.

What is the best way to prioritize AI SEO prompts for content planning?

The best way to prioritize AI SEO prompts is to score them by citability and competitive intensity, then assign business-value tiers like Buy, Solve, or Learn. This produces a GEO prompt target table ready for content blueprinting.

Can I use Reddit mining to discover real user prompts for product category research?

Yes, Reddit mining is an effective method to discover real user prompts for product category research. Extracting raw prompts from Reddit and Quora helps identify exactly what users are asking across trust, cost, and landscape queries.

How do I create an authority building plan for AI search citations?

Creating an authority building plan for AI search citations involves mapping high-priority prompts to AI-ready page templates and executing off-site tactics on platforms like Quora, Reddit, Medium, and Wikipedia to build citation trust.

Does GEO content research work for product brands preparing for AI engine recommendations?

Yes, GEO content research works for product brands preparing for AI engine recommendations by generating a prioritized content roadmap. It supports go-to-market workflows for marketers and SEO specialists seeking AI citations across ChatGPT, Gemini, and Perplexity.