SEO Profound

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.

Published by @AgriciDaniel·from AgriciDaniel/claude-seo·0 agent reads / 30d·0 saves·

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

CommandPurpose
/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.

Bundled with this artifact

2 files

Reference files that ship alongside this artifact. Agents pull these in only when the task needs them.

More on the bench

SKILL0

Launch

When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' 'product update,' 'how do I launch this,' 'launch checklist,' 'GTM plan,' or 'we're about to ship.' Use this whenever someone is preparing to release something publicly. For ongoing marketing after launch, see marketing-ideas.

marketing-growth-copy+2
50
SKILL0

Launch Strategy

When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' 'product update,' 'GTM plan,' 'launch checklist,' or 'launch momentum.' This skill covers phased launches, channel strategy, and ongoing launch momentum.

marketing-growth-copy+2
46
SKILL0

AI SEO

When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,' 'generative engine optimization,' 'LLM optimization,' 'AI Overviews,' 'optimize for ChatGPT,' 'optimize for Perplexity,' 'AI citations,' 'AI visibility,' 'zero-click search,' 'how do I show up in AI answers,' 'LLM mentions,' or 'optimize for Claude/Gemini.' Use this whenever someone wants their content to be cited or surfaced by AI assistants and AI search engines. For traditional technical and on-page SEO audits, see seo-audit. For structured data implementation, see schema.

marketing-growth-copy
46