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seo-profound

Track brand citation rates and prompt-based visibility across LLM platforms.

Updated Jun 5, 2026
Search Tags:#analytics#llm#citation#seo#ai-visibility#brand-tracking
One-click install
npx skills add https://github.com/smarmen86/claude-code-kit --skill seo-profound-smarmen86
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: seo-profound
Source: https://github.com/smarmen86/claude-code-kit/tree/main/skills/seo-profound
Command: npx skills add https://github.com/smarmen86/claude-code-kit --skill seo-profound-smarmen86

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill addresses the lack of visibility into how brands are represented across various LLMs, helping teams understand their AI-driven search presence.

Core Features & Use Cases

  • Time-Series Tracking: Monitor brand citation rates across ChatGPT and Perplexity over time.
  • Prompt Analysis: Identify which specific prompts trigger or fail to trigger brand mentions.
  • Competitive Benchmarking: Discover which brands are cited alongside yours to refine your AI visibility strategy.

Quick Start

Ask the agent to check the current citation rate and 30-day trend for your brand using the seo profound citations command.

Frequently Asked Questions about seo-profound

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

FAQPage Schema
How do I track my brand mentions across LLM platforms like ChatGPT and Perplexity?▼

Brand mention tracking across LLM platforms involves polling citation rates and prompt-based visibility over time. This skill executes live polling via the Profound API to monitor which specific prompts trigger mentions for your brand on ChatGPT and Perplexity.

What is LLM citation rate analysis and why is it needed for AI search visibility?▼

LLM citation rate analysis measures how frequently your brand is referenced in AI-generated search results. It is needed to understand your presence in AI-driven search, revealing which prompts succeed or fail to trigger your brand mentions compared to competitors.

Do I need a Profound API key to monitor AI search visibility?▼

Yes, you need a valid Profound API key and proper environment configuration. These prerequisites are required to execute live polling of LLM platforms and generate time-series trend reports for your brand citation rates.

Can I benchmark my brand's AI visibility against competitors using prompt analysis?▼

Yes, competitive benchmarking identifies which competing brands are cited alongside yours in AI search results. By analyzing prompt-based visibility data, you can discover competitor citation patterns and refine your own AI visibility strategy.

How do I start time-series tracking for brand citations over a 30-day period?▼

To start time-series tracking of brand citations, ask the agent to check the current citation rate and 30-day trend using the seo profound citations command. This executes live polling to report historical mention trends.

What are the limitations of monitoring AI search visibility through citation tracking?▼

Limitations include reliance on the Profound API for live polling, meaning tracking stops without valid environment configuration. Additionally, analysis is restricted to supported LLM platforms and may not capture unindexed or real-time mention fluctuations outside polling intervals.

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