Agent Skills › AgriciDaniel/claude-seo › seo-profound

seo-profound

GitHub

LLM品牌提及追踪工具，持续轮询并生成时间序列数据，监控ChatGPT和Perplexity等平台的品牌引用率、趋势变化及竞品关联。

extensions/profound/skills/seo-profound/SKILL.md AgriciDaniel/claude-seo

触发场景

查询品牌在LLM中的引用率分析品牌提及趋势检测品牌引用异常波动

安装

npx skills add AgriciDaniel/claude-seo --skill seo-profound -g -y

更多选项

非标准路径

npx skills add https://github.com/AgriciDaniel/claude-seo/tree/main/extensions/profound/skills/seo-profound -g -y

不安装直接使用

npx skills use AgriciDaniel/claude-seo@seo-profound

指定 Agent (Claude Code)

npx skills add AgriciDaniel/claude-seo --skill seo-profound -a claude-code -g -y

安装 repo 全部 skill

npx skills add AgriciDaniel/claude-seo --all -g -y

预览 repo 内 skill

npx skills add AgriciDaniel/claude-seo --list

SKILL.md

Frontmatter

{
    "name": "seo-profound",
    "metadata": {
        "version": "2.4.0"
    },
    "description": "Profound LLM citation tracker (extension). Time-series brand citation rates across ChatGPT, Perplexity, and other LLMs. Pairs with seo-seranking for triangulated AI visibility coverage.",
    "compatibility": "Requires a Profound API key (set PROFOUND_API_KEY by running extensions\/profound\/install.sh)."
}

seo-profound

Profound is purpose-built for LLM brand-mention tracking. While SE Ranking samples prompts on demand, Profound continuously polls and publishes time-series so trend deltas (week-over-week, month-over-month) are first-class.

Prerequisites

Run extensions/profound/install.sh or install.ps1.
Profound API key.
Before any tool call, check ~/.claude/settings.json has env.PROFOUND_API_KEY.

Routing

Command	Purpose
`/seo profound citations <brand>`	Current citation rate per LLM + 30-day trend
`/seo profound prompts <brand>`	Top prompts that surface (or fail to surface) the brand
`/seo profound competitors <brand>`	Brands cited alongside `brand` for the same prompts
`/seo profound alerts <brand>`	Spike/drop alerts vs. 7-day baseline

Output conventions

Cite Profound on every metric: "Profound (live, confidence 0.90)".
Profound covers ChatGPT + Perplexity natively; for Gemini / AI Overviews / AI Mode coverage, defer to seo-seranking.
For Google AI Overviews citation rate, also cross-reference seo-dataforseo AI visibility tools when available.

Cross-skill delegation

For end-to-end AI search audit (passage citability + brand mentions + platform-specific tuning), hand back to seo-geo.
For prompt-set design + AI Cleanup pattern detection in cited content, fall back to seo-content.