Does the skill analyze the sentiment of brand mentions?

Yes, it evaluates mentions on platforms like Reddit to determine if the brand is being recommended positively or discussed in a negative context.

How does this help with AI citations like Perplexity or Gemini?

AI models use high-engagement platforms for training and retrieval. By identifying and improving your presence on these platforms, you increase the likelihood that an AI will recognize your brand as an authority.

What is GEO and why does this skill focus on it?

GEO (Generative Engine Optimization) is the process of improving a brand's visibility in AI-generated responses. This skill focuses on brand mentions because they correlate more strongly with AI citations than traditional backlinks.

Which platforms are most important for the Brand Authority Score?

The tool prioritizes YouTube and Reddit mentions, which have the highest correlation with AI visibility (~0.737), followed by Wikipedia and LinkedIn.

Brand Authority & AI Visibility Scanner

Name: Brand Authority & AI Visibility Scanner
Author: lev-os

bylev-os

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Marketing Automation

Analyzes brand mentions across high-impact platforms to measure and improve Generative Engine Optimization (GEO) and AI visibility.

The Brand Authority Scanner is a specialized GEO tool designed to evaluate how AI models like Claude, GPT, and Gemini perceive and cite a brand. By moving beyond traditional backlinks, this skill scans unlinked mentions across critical AI training sources—including YouTube transcripts, Reddit discussions, and Wikipedia entries—to generate a comprehensive Brand Authority Score (0-100). It provides actionable insights into platform-specific performance, helping users understand where their brand's 'entity' signal is strongest and how to optimize for citations in AI-generated answers and search overviews.

Key Features

01Scans Reddit threads to evaluate recommendation frequency and user sentiment

02Provides platform-specific recommendations to increase the probability of AI citations

03Generates a weighted Brand Authority Score based on AI training data correlations

04Evaluates Wikipedia and Wikidata presence for core entity recognition authority

051 GitHub stars

06Analyzes YouTube transcripts and metadata for high-value natural language mentions

Use Cases

01Tracking competitor brand mentions across high-indexing community platforms

02Identifying gaps in brand entity data that prevent AI models from citing a product

03Auditing a company's visibility in Generative Engine search results (GEO)

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