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MichaelSolati
MichaelSolatiCOMMUNITY
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geo-brand-mentions

Scan brand mentions across AI-relevant platforms and generate a 0-100 Brand Authority Score report.

Updated Jul 22, 2025
Search Tags:#seo#geo#brand mentions#ai visibility#platform analysis#citation optimization#authority scoring
One-click install
npx skills add https://github.com/MichaelSolati/mkai --skill geo-brand-mentions-michaelsolati
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo-brand-mentions
Source: https://github.com/MichaelSolati/mkai/tree/main/profiles/seo-geo/skills/geo-brand-mentions
Command: npx skills add https://github.com/MichaelSolati/mkai --skill geo-brand-mentions-michaelsolati

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Brands lack a reliable way to measure and improve their visibility in AI-generated search results and citations, as traditional SEO metrics like backlinks and domain rating have very weak correlation with AI citation likelihood. This Skill fills that gap by analyzing brand presence across the high-impact platforms that AI models use for entity recognition and recommendation decisions.

Core Features & Use Cases

  • Weighted Cross-Platform Analysis: Evaluates brand presence across 5 weighted platform categories (YouTube, Reddit, Wikipedia, LinkedIn, and supplementary platforms) using research-backed scoring rubrics.
  • Composite Brand Authority Score: Calculates a 0-100 score with clear rating tiers (Minimal to Dominant) to quantify overall AI visibility standing.
  • Actionable Recommendations: Generates platform-specific, prioritized tactics to improve weak areas and boost AI citation chances.
  • Use Case: A B2B SaaS brand can use this Skill to identify that they have strong LinkedIn authority but no Wikipedia presence, and receive targeted guidance to build notability and improve their AI visibility score.

Quick Start

Use the geo-brand-mentions Skill to analyze the AI visibility of your brand 'Acme Tools' across all core platforms and generate a full Brand Authority Report with prioritized improvement recommendations.

Frequently Asked Questions about geo-brand-mentions

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

FAQPage Schema
How do I measure my brand's AI visibility score?▼

To measure AI visibility score, you scan brand mentions across high-impact platforms like YouTube, Reddit, Wikipedia, and LinkedIn, applying weighted scoring rubrics to generate a 0-100 composite Brand Authority Score.

What is the best way to improve brand mentions in AI-generated citations?▼

The best way to improve brand mentions in AI citations is to analyze platform-specific presence and sentiment, then apply prioritized actionable recommendations to strengthen weak areas and boost AI entity recognition.

Can I use traditional SEO metrics like backlinks to predict AI citation rates?▼

Traditional SEO metrics like backlinks and domain rating have very weak correlation with AI citation likelihood, so you need a dedicated cross-platform analysis to accurately quantify AI entity recognition.

How do I analyze brand presence across Reddit and Wikipedia for AI search visibility?▼

You analyze brand presence by scanning Reddit and Wikipedia mentions using research-backed scoring rubrics, which evaluates your authority on these platforms and identifies gaps in AI entity recognition.

Does B2B SaaS brand authority on LinkedIn affect AI search recommendations?▼

B2B SaaS brand authority on LinkedIn directly affects AI search recommendations, as LinkedIn is a weighted platform category used to calculate your composite AI visibility score and citation likelihood.

What platforms are most important for AI entity recognition and recommendation decisions?▼

YouTube, Reddit, Wikipedia, LinkedIn, and supplementary platforms are most important for AI entity recognition, as AI models use these high-impact platforms to inform recommendation decisions and generate citations.

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