Why does it focus on YouTube and Reddit?

Recent studies show that YouTube transcripts and Reddit discussions are heavily weighted by AI models for product recommendations and factual citations.

What is GEO and how does this skill help?

GEO stands for Generative Engine Optimization. This skill helps by identifying where your brand is mentioned on platforms that AI models prioritize for training and retrieval.

Can this skill help my brand get cited by Perplexity or ChatGPT?

Yes, by following the platform-specific recommendations to increase authority on indexed sites, you improve the statistical likelihood of being cited by LLMs.

How is the Brand Authority Score calculated?

The score is a weighted composite: YouTube (25%), Reddit (25%), Wikipedia (20%), LinkedIn (15%), and other supplementary platforms (15%).

GEO Brand Mention Scanner

Name: GEO Brand Mention Scanner
Author: lev-os

bylev-os

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营销自动化

Analyzes and scores brand presence across AI-indexed platforms to optimize visibility in generative search engines.

The GEO Brand Mention Scanner is designed to evaluate a brand's authority within the training datasets used by major AI models. By scanning high-impact platforms like YouTube, Reddit, Wikipedia, and LinkedIn, the skill identifies unlinked brand mentions—a factor shown to correlate more strongly with AI visibility than traditional backlinks. It calculates a composite Brand Authority Score (0-100) and provides actionable, platform-specific recommendations to improve a brand's likelihood of being cited and recommended by generative AI systems like Claude, GPT, and Gemini.

主要功能

011 GitHub stars

02Evaluates Wikipedia and Wikidata entity status for knowledge graph indexing

03Identifies high-priority gaps in brand visibility across AI-preferred platforms

04Calculates a 0-100 Brand Authority Score based on AI-indexing weights

05Scans Reddit subreddits for sentiment and recommendation frequency

06Analyzes YouTube transcripts and descriptions for conversational brand mentions

使用场景

01Developing data-driven content strategies for Reddit and YouTube outreach

02Auditing a company's digital footprint to improve AI Search (GEO) rankings

03Benchmarking brand authority against competitors for generative AI citations

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lev-os/agents geo-brand-mentions

For use in Claude.ai and ChatGPT