Profound LLM citation tracker

SEO profound

by AgriciDaniel · MIT license · ★ 17,394 on GitHub · updated Sep 11

Profound LLM citation tracker (extension). Time-series brand citation rates across ChatGPT, Perplexity, and other LLMs.

---
name: seo-profound
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.
metadata:
  version: "2.3.1"
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`.

Overview

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.

What you get

Cite Profound on every metric"Profound (live, confidence 0.90)".
Profound covers ChatGPT + Perplexity natively; for Gemini / AI
For Google AI Overviews citation rate, also cross-reference

The SKILL.md below is the copy AgentAlley read and checked. The repo has changed it since; the other files are from commit e77e783.

Manual install (npx, ZIP)

Claude Codenpx skills add AgriciDaniel/claude-seo --skill seo-profound -g -a claude-code

Claude Code (manual)

mkdir -p ~/.claude/skills && curl -sL https://codeload.github.com/AgriciDaniel/claude-seo/tar.gz/e77e783e38ee \
  | tar -xz -C ~/.claude/skills --strip-components=4 claude-seo-e77e783e38ee/extensions/profound/skills/seo-profound

Windows (PowerShell)

New-Item -ItemType Directory -Force "$HOME\.claude\skills" | Out-Null; Invoke-WebRequest "https://m.agentalley.io/zip/e43dbf3cc1b6321e4539/seo-profound.zip" -OutFile "$env:TEMP\seo-profound.zip"; Expand-Archive "$env:TEMP\seo-profound.zip" -DestinationPath "$HOME\.claude\skills" -Force

Claude.ai / desktopDownload the ZIP and upload it under Settings → Capabilities → Skills.

Codex, Cursor, other agentsPoint them at SKILL.md. The other files are plain text.

Connects with Agent Alley MCP · agentalley.io/mcp

Files included

SKILL.md1.7 KB

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AgriciDaniel/e77e7831 file

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SKILL.md

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PreviewCode

Outline

RawView on GitHub

seo-profound

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.

1	---
2	name: seo-profound
3	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.
4	metadata:
5	version: "2.3.1"
6	compatibility: "Requires a Profound API key (set PROFOUND_API_KEY by running extensions/profound/install.sh)."
7	---
8
9	# seo-profound
10
11	Profound is purpose-built for LLM brand-mention tracking. While
12	SE Ranking samples prompts on demand, Profound continuously polls and
13	publishes time-series so trend deltas (week-over-week, month-over-month)
14	are first-class.
15
16	## Prerequisites
17
18	- Run `extensions/profound/install.sh` or `install.ps1`.
19	- Profound API key.
20	- Before any tool call, check `~/.claude/settings.json` has `env.PROFOUND_API_KEY`.
21
22	## Routing
23
24	\| Command \| Purpose \|
25	\|---\|---\|
26	\| `/seo profound citations <brand>` \| Current citation rate per LLM + 30-day trend \|
27	\| `/seo profound prompts <brand>` \| Top prompts that surface (or fail to surface) the brand \|
28	\| `/seo profound competitors <brand>` \| Brands cited alongside `brand` for the same prompts \|
29	\| `/seo profound alerts <brand>` \| Spike/drop alerts vs. 7-day baseline \|
30
31	## Output conventions
32
33	- Cite Profound on every metric: "Profound (live, confidence 0.90)".
34	- Profound covers ChatGPT + Perplexity natively; for Gemini / AI
35	Overviews / AI Mode coverage, defer to `seo-seranking`.
36	- For Google AI Overviews citation rate, also cross-reference
37	`seo-dataforseo` AI visibility tools when available.
38
39	## Cross-skill delegation
40
41	- For end-to-end AI search audit (passage citability + brand mentions + platform-specific tuning), hand back to `seo-geo`.
42	- For prompt-set design + AI Cleanup pattern detection in cited content, fall back to `seo-content`.
43