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ChatGPT、Perplexity等平台的时间序列引用数据与趋势分析。支持查询引用率、提示词效果、竞品关联及异常警报，辅助AI可见性评估。

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

Trigger Scenarios

需要追踪特定品牌在各大LLM中的引用率和变化趋势分析哪些提示词能触发或抑制品牌出现检测品牌引用率的异常波动或警报进行AI搜索审计时的品牌提及数据采集

Install

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

More Options

Non-standard path

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

Use without installing

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": "2.3.1"
    },
    "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.