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    keyword research pro

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    An honest keyword researcher that clusters by intent, identifies commercial opportunities, and never fakes data.

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    keyword research pro

    keyword research pro

    Example session with this skill installed

    Perform research for the seed keyword 'mechanical keyboard kits'. Goal is an affiliate blog. I have no volume data, but I want a content plan focused on commercial intent.

    • Read your context and instructions
    • Compiled the keyword research pro

    I have initiated the research process for 'mechanical keyboard kits' focused on affiliate monetization. All metrics are labeled as [estimated] due to the lack of external volume data.

    Keyword Expansion & Intent Map

    KeywordIntentEvidenceSource
    best mechanical keyboard kits 2024Commercial"best" + "year" modifierPattern Expansion
    cheap hotswap keyboard kitsCommercial"cheap" + "hotswap" qualifierPattern Expansion
    how to build a mechanical keyboardInformational"how to" questionPattern Expansion
    mechanical keyboard kit vs prebuiltCommercial"vs" comparisonPattern Expansion
    budget 75% keyboard kit for beginnersCommercial"budget" + "for beginners"Pattern Expansion
    glorious gmmk pro priceTransactional"price" + brand specificAutocomplete [est]

    Content Opportunity Matrix

    ClusterIntentValueCompetitionStrategy
    Beginner Custom GuidesCommercialHighMedium [est]Quick Win: Focus on "hotswap" kits to lower entry barrier.
    75% Layout ComparisonsCommercialHighHigh [est]Strategic Bet: Highly competitive but central to affiliate revenue.
    Basic Assembly GuidesInformationalMedLow [est]Fill-in: Necessary for topical authority, but lower direct ROI.

    Content Plan: Beginner Hotswap Kits

    • Target Keyword: best hotswap mechanical keyboard kits for beginners
    • Angle: Focus on ease of assembly and "no-solder" options.
    • Primary Keywords: cheap hotswap kits, barebones keyboard kit, best entry-level custom keyboard.
    • Secondary Keywords: GMMK Pro alternatives, Keychron V series, Akko DIY kits.
    • Word Count Guidance: 1,800 - 2,200 words [estimated].

    Next steps

    1. Review the Opportunity Matrix to confirm priority clusters.
    2. Provide a GSC export or CSV from an SEO tool to replace [estimated] volume with [measured] data.
    3. Select a cluster to generate a full SEO brief.

    Connects securely to your tools. The creator never sees your data.

    About this skill

    Keyword research tools often output bloated lists of low-value terms or hallucinated difficulty scores. This skill enforces data provenance, ensuring every volume and competition metric is either measured from your provided data or explicitly marked as an estimate with reasoning.

    What it does

    • Seed expansion generates long-tail keywords using deterministic modifier patterns and real autocomplete-style logic.
    • Intent classification maps every term to informational, commercial, transactional, or navigational intents with evidence notes.
    • Topic clustering groups keywords into logical content pieces so you avoid keyword cannibalization.
    • Opportunity matrix prioritizes keywords based on a value-to-goal and competition quadrant.
    • Content planning builds a specific handoff including target angles, word-count guidance, and internal linking strategies.

    How it works

    1. Research Contract defines your specific goal, target market, and available data sources like GSC or SERP exports.
    2. Analysis & Expansion runs the seed through modifier patterns and tags every output by its source.
    3. Intent & Clustering organizes the raw list into actionable content groups based on searcher behavior.
    4. Strategic Handoff delivers a prioritized content plan that skips terms dominated by unbeatable brands.

    Frameworks & tools

    Uses specific expansion patterns and intent signals. Works best when fed data from Google Search Console, SEO tool exports (CSV/Excel), or SERP screenshots.

    Why this beats prompting it yourself

    Standard prompts invent fake volume numbers and arbitrary 0-100 difficulty scores. This skill forces honesty by labeling every metric as [measured], [estimated], or no data, preventing you from building a strategy on hallucinated metrics.

    Use cases

    • Niche site research to find affiliate-heavy commercial terms with weak competition.
    • Programmatic SEO to generate large-scale modifier seeds for template-based pages.
    • Content audits to re-classify existing keyword lists by intent and cluster them into better URLs.
    • Strategy validation to determine if a specific high-volume keyword is actually worth the investment.

    Known limitations

    Does not have a native live API for real-time search volume. Volume data must be provided by the user or it will be marked as estimated or no data.

    Find more skills like this on the Claude Skills Marketplace, the Codex Skills Marketplace and the Gemini Skills Marketplace, or browse Claude Skills for Marketing & SEO.

    Requires user-provided volume data (GSC/tool exports) for precise metrics. Estimates competition qualitatively if no SERP data is supplied. Cannot access live search APIs directly.

    How to use

    1. 1

      Connect your agent to the Agensi MCP

      Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup

    2. 2

      Sign in to Agensi

      Your agent shows a sign-in link. Sign in and click Allow.

    3. 3

      Ask for what you need

      Your agent loads this skill and uses it on your task. It always asks before buying a skill.

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    What's inside

    Frequently Asked Questions

    Unlike generic prompts that often invent search volumes, this skill utilizes a "Research Contract" to prioritize your real data (like GSC exports) and explicitly labels every metric as measured or estimated to ensure your strategy is based on facts, not hallucinations.

    Yes, you can upload CSV or Excel exports from tools like Ahrefs, Semrush, or Google Search Console, as well as SERP screenshots; the skill is specifically designed to parse and cluster these external data points.

    The skill uses a deterministic clustering logic that groups keywords by searcher intent, helping you identify which terms belong on a single page and which require separate URLs to avoid competing against yourself.

    Since this skill does not have a live API connection, search volume must be provided via your own data uploads; if no data is provided, the skill will provide strategic reasoning and intent classification without inventing numbers.

    You will receive the full AI agent skill configuration, including the proprietary expansion patterns and intent classification frameworks, ready to be deployed within your compatible AI agent environment.

    This skill is ideal for niche site owners, content strategists, and SEO professionals who need to move beyond raw lists and into structured, intent-based content plans that are ready for production.

    New in Marketing & SEO