大型语言模型品牌引用追踪器

v20260613

seo-profound

本工具用于追踪品牌在 ChatGPT、Perplexity 等大型语言模型（LLMs）中的引用频率。它提供精细的时间序列数据和趋势变化，帮助用户分析品牌在生成式AI搜索结果中的可见性和权威性，是进行AI时代SEO审计的必备工具。

SEO AI LLM 品牌追踪可见性内容市场研究

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概览

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.

信息

Category 市场营销

Name seo-profound

版本 v20260613

大小 1.72KB

Source AgriciDaniel/claude-seo

更新时间 2026-07-02