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    keyword-research

    by Roy Yuen

    Transform URLs or product lists into SEO keyword research packs with Google Ads data and intent-based clustering.

    Updated May 2026
    174 views
    Security scanned

    $7

    One-time purchase

    ⚡ Also available via Agensi MCP — your AI agent can load this skill on demand via MCP. Learn more →

    Included in download

    • Identify high-value search terms from competitive website URLs.
    • Cluster large keyword lists by user intent to map site architecture.
    • env_vars automation included
    • Ready for Claude Code
    • Instant install

    See it in action

    Markdown report & JSON with:
    - Target Locale: UK (en)
    - Data Source: Google Ads API
    - Clusters: 'Managed Security' (commercial), 'IT Outsourcing' (transactional)
    - Metrics: Avg Monthly Searches, CPC, Competition Index
    - Quick-Wins: 'IT support for law firms London'

    About This Skill

    What it does

    The Keyword Research skill transforms URLs, business descriptions, or product lists into professional-grade SEO strategy packs. It automates the heavy lifting of identifying seed topics, clustering keywords by intent, and prioritizing opportunities based on real Google signals.

    Why use this skill

    Unlike basic prompting—which often results in "hallucinated" search data or generic lists—this skill uses a structured Python-based pipeline to interface with the Google Ads API for authentic metrics. If credentials aren't provided, it intelligently falls back to Google autocomplete discovery to ensure data accuracy. It doesn't just list keywords; it clusters them into logical groups and classifies user intent (Transactional, Commercial, Informational), providing a ready-to-use content roadmap.

    Supported tools

    • Google Ads API: Retrieves real-world search volume, CPC, and competition data.
    • Python & PowerShell: Executes normalization and clustering scripts.
    • Web Scraping: Extracts SEO signals from website headings, titles, and navigation.

    The output

    The skill generates two primary artifacts: a detailed Markdown report for human review and a structured JSON file for programmatic use. The output includes categorized keyword clusters, target locale confirmation, "quick-win" keyword identifies, and recommended landing page angles based on competitor signals and business positioning.

    Use Cases

    • Identify high-value search terms from competitive website URLs.
    • Cluster large keyword lists by user intent to map site architecture.
    • Prioritize SEO opportunities using real-time Google Ads volume data.
    • Extract niche seed topics from raw product descriptions or business lists.

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    Permissions

    Environment Variables

    Allowed Hosts

    googleads.googleapis.com
    www.googleapis.com
    developers.google.com
    suggestqueries.google.com
    oauth2.googleapis.com

    File Scopes

    references/**
    scripts/**

    Claude Code, Codex CLI, and OpenClaw agents.

    Creator

    Frequently Asked Questions

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    $7

    One-time