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

seo-profound

GitHub

用于追踪品牌在 ChatGPT、Perplexity 等 LLM 中的引用率及趋势，支持提示词分析、竞品关联与异常告警，提供时间序列数据以评估 AI 可见性。

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

触发场景

查询品牌在 LLM 中的引用率或趋势分析特定品牌的热门提示词或竞品关联监控品牌引用率的异常波动

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": "2.2.5"
    },
    "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.