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    GTM Buying Signals Playbook

    1

    Identifies buying signals, maps them to GTM tools, and builds stacking rules to prioritize accounts based on intent.

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    GTM Buying Signals Playbook

    GTM Buying Signals Playbook

    Example session with this skill installed

    I sell cybersecurity for healthcare. Give me Option All. Our last three wins happened after they failed a HIPAA audit or hired a new CISO. We use Clay and HubSpot.

    • Read your context and instructions
    • Compiled the gtm buying signals

    Welcome, you've loaded the Buying Signals Playbook.
    A skill by Prashant Mantri · gtmwalnut.com

    I've noted you sell cybersecurity for healthcare, focusing on HIPAA compliance and leadership changes. Since you use Clay and HubSpot, we can build a highly automated system.

    Buying Signals Playbook: Healthcare Cybersecurity

    SignalWhy it MattersToolMethod
    New CISO / IT DirectorNew leaders audit legacy vendors and bring in their own trusted stack.ClayMonitor job changes at target hospitals weekly.
    HIPAA Audit/Public RecordDocumented compliance gaps are an immediate trigger for security services.Parallel WebSearch HHS breach portals and public audit records.
    Job Posts (Keywords)"Compliance officer" or "HIPAA specialist" posts prove the pain is being staffed.ApifyScrape healthcare job boards for specific compliance keywords.
    Expansion (New Clinics)More locations mean more endpoints and higher security complexity.Exa.aiWeekly news check for "new facility" or "expansion" news.

    The Stacking Rule

    • Tier 1 (Act Now): New CISO hire + any other signal within 6 months.
    • Tier 2 (Act Soon): A recent HIPAA breach or audit failure (last 90 days).
    • Tier 3 (Nurture): Healthcare-specific job postings with no other signals.

    Scoring Model (Band A-D)

    Accounts are scored out of 100.

    • Gates: Must be US-based healthcare provider over 50 employees (Non-matches removed).
    • Fit (Max 60): Weighted by bed count and existing tech stack (detected via Clay).
    • Triggers (Max 40): Leadership change (25 pts), Compliance news (15 pts). Decays by 33% every 60 days.

    Next steps

    1. Confirm if you want to include "Competitor Displacement" signals for accounts using legacy security vendors.
    2. Provide a list of 10 "dream accounts" for a reality check to see which signals are currently firing.
    3. Select a specific signal to run a pilot for (e.g., New CISO hires).

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

    About this skill

    Stop guessing who is ready to buy based on arbitrary lists. This skill identifies the specific events that signal a prospect is entering a buying window and builds a system to act on them. It moves beyond firmographics to event-based intent, ensuring outreach happens when pain is highest.

    What it does

    • Signal Discovery identifies which of the 15+ signal types (funding, hiring shifts, product changes, web traffic) actually apply to your market.
    • Reality Verification researches your actual customers and ICP to prove which signals are observable before you spend money on tools.
    • Tool Mapping connects every chosen signal to a specific technology like Clay, Exa.ai, Apify, or Claude.
    • Stacking Logic creates rules to tier accounts, such as flagging any company hitting two signals within six months as a high-priority "Tier 1" target.
    • Signal Execution runs a live pipeline for a chosen signal, producing a cleaned, scored, and suppressed list of accounts and contacts.

    How it works

    1. The Interview explores your recent wins and buyer personas to find the events that preceded their purchase.
    2. The Signal Menu walks through six signal families, recommending what to keep or skip based on your industry.
    3. Playbook Construction defines the source, tool, and check cadence for every validated signal.
    4. The Pilot Run (Option D) processes a specific signal through an eight-step engine to generate a CSV of ready-to-sequence prospects.

    Frameworks & tools

    The playbook integrates with GTM tools including Clay, Deepline, Exa.ai, Parallel Web Systems, Apify, Deepline, RB2B, and Kwanzoo. It also uses read-only CRM data from platforms like HubSpot.

    Why this beats prompting it yourself

    Generic prompts often return "hiring" or "funding" without a method to watch them at scale. This skill enforces a structured GTM engineering approach that includes decay windows, attribution, and suppression rules so your data stays clean and your outreach remains relevant.

    Use cases

    • Identify accounts where a new problem-owner just started their role.
    • Monitor for job postings that describe manual pain points in the company's own words.
    • Detect when a competitor's customer is showing signs of instability or displacement.
    • Reactivate dormant CRM deals when a fresh trigger event occurs at the account.

    Known limitations

    Does not perform automated writes or uploads to your CRM or sequencers. Paid enrichment tools require your existing API keys and credits.

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

    Requires manual approval for paid enrichment costs. No automated writes to CRM. Observability depends on the target market's public data footprint.

    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

    This skill solves the 'noise' problem in outbound sales by shifting focus from static lists to dynamic triggers, ensuring you only contact accounts when a specific event (like a hiring shift or tech stack change) indicates a current need.

    The purchase includes the complete Signal Discovery framework, a custom-mapped Tool Guide for platforms like Clay and Exa, stacking logic rules for account tiering, and a live Pilot Run to generate your first batch of prospects.

    The playbook is designed for GTM Engineering and works with modern data tools like Clay, Apify, and Exa.ai; however, it operates on a 'read-only' basis for CRMs to ensure your data integrity remains intact.

    While the framework is universal, you will need your own API keys or credits for third-party enrichment tools (like Triggify or Parallel) used during the Signal Execution phase.

    The 'Reality Verification' step involves researching your actual historical wins to ensure the signals we track are observable and have a proven correlation with your specific sales cycles.

    New in Agents & Orchestration