Lead Research Assistant

作者 composiohqbe2a406907db无许可证76K 个星标收录于 2026年10月8日更新于 2026年10月8日仓库2周前更新

Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact strategies. Perfect for sales, business development, and marketing professionals.

AI 生成的概览

通过分析产品并调研匹配公司,识别并评分潜在销售线索。

功能
该技能引导智能体完成线索调研:分析产品或服务、定义理想客户画像、搜索匹配的公司,并按 1-10 的匹配度评分排序。针对每条线索,它会生成结构化档案,包含公司信息、匹配理由、目标决策者角色、价值主张、触达策略和开场话题。它还会建议后续步骤,例如将结果导出为 CSV 或起草触达信息。
适用场景
当你需要为销售触达、业务拓展或合作洽谈准备一份合格的目标公司名单时使用。它适用于诸如寻找某行业或地区中符合理想客户画像的公司,或准备个性化联系策略等请求。
运行要求
仅为指令,不含脚本。它依赖智能体联网搜索公司信息的能力,并且当从产品源码目录运行时,可选择读取本地代码库。

Lead Research Assistant

This skill helps you identify and qualify potential leads for your business by analyzing your product/service, understanding your ideal customer profile, and providing actionable outreach strategies.

When to Use This Skill

  • Finding potential customers or clients for your product/service
  • Building a list of companies to reach out to for partnerships
  • Identifying target accounts for sales outreach
  • Researching companies that match your ideal customer profile
  • Preparing for business development activities

What This Skill Does

  1. Understands Your Business: Analyzes your product/service, value proposition, and target market
  2. Identifies Target Companies: Finds companies that match your ideal customer profile based on:
    • Industry and sector
    • Company size and location
    • Technology stack and tools they use
    • Growth stage and funding
    • Pain points your product solves
  3. Prioritizes Leads: Ranks companies based on fit score and relevance
  4. Provides Contact Strategies: Suggests how to approach each lead with personalized messaging
  5. Enriches Data: Gathers relevant information about decision-makers and company context

How to Use

Basic Usage

Simply describe your product/service and what you're looking for:

I'm building [product description]. Find me 10 companies in [location/industry] that would be good leads for this.

With Your Codebase

For even better results, run this from your product's source code directory:

Look at what I'm building in this repository and identify the top 10 companies in [location/industry] that would benefit from this product.

Advanced Usage

For more targeted research:

My product: [description]Ideal customer profile:- Industry: [industry]- Company size: [size range]- Location: [location]- Current pain points: [pain points]- Technologies they use: [tech stack]
Find me 20 qualified leads with contact strategies for each.

Instructions

When a user requests lead research:

  1. Understand the Product/Service

    • If in a code directory, analyze the codebase to understand the product
    • Ask clarifying questions about the value proposition
    • Identify key features and benefits
    • Understand what problems it solves
  2. Define Ideal Customer Profile

    • Determine target industries and sectors
    • Identify company size ranges
    • Consider geographic preferences
    • Understand relevant pain points
    • Note any technology requirements
  3. Research and Identify Leads

    • Search for companies matching the criteria
    • Look for signals of need (job postings, tech stack, recent news)
    • Consider growth indicators (funding, expansion, hiring)
    • Identify companies with complementary products/services
    • Check for budget indicators
  4. Prioritize and Score

    • Create a fit score (1-10) for each lead
    • Consider factors like:
      • Alignment with ICP
      • Signals of immediate need
      • Budget availability
      • Competitive landscape
      • Timing indicators
  5. Provide Actionable Output

    For each lead, provide:

    • Company Name and website
    • Why They're a Good Fit: Specific reasons based on their business
    • Priority Score: 1-10 with explanation
    • Decision Maker: Role/title to target (e.g., "VP of Engineering")
    • Contact Strategy: Personalized approach suggestions
    • Value Proposition: How your product solves their specific problem
    • Conversation Starters: Specific points to mention in outreach
    • LinkedIn URL: If available, for easy connection
  6. Format the Output

    Present results in a clear, scannable format:

    markdown
    # Lead Research Results
    ## Summary- Total leads found: [X]- High priority (8-10): [X]- Medium priority (5-7): [X]- Average fit score: [X]
    ---
    ## Lead 1: [Company Name]
    **Website**: [URL]**Priority Score**: [X/10]**Industry**: [Industry]**Size**: [Employee count/revenue range]
    **Why They're a Good Fit**:[2-3 specific reasons based on their business]
    **Target Decision Maker**: [Role/Title]**LinkedIn**: [URL if available]
    **Value Proposition for Them**:[Specific benefit for this company]
    **Outreach Strategy**:[Personalized approach - mention specific pain points, recent company news, or relevant context]
    **Conversation Starters**:- [Specific point 1]- [Specific point 2]
    ---
    [Repeat for each lead]
  7. Offer Next Steps

    • Suggest saving results to a CSV for CRM import
    • Offer to draft personalized outreach messages
    • Recommend prioritization based on timing
    • Suggest follow-up research for top leads

Examples

Example 1: From Lenny's Newsletter

User: "I'm building a tool that masks sensitive data in AI coding assistant queries. Find potential leads."

Output: Creates a prioritized list of companies that:

  • Use AI coding assistants (Copilot, Cursor, etc.)
  • Handle sensitive data (fintech, healthcare, legal)
  • Have evidence in their GitHub repos of using coding agents
  • May have accidentally exposed sensitive data in code
  • Includes LinkedIn URLs of relevant decision-makers

Example 2: Local Business

User: "I run a consulting practice for remote team productivity. Find me 10 companies in the Bay Area that recently went remote."

Output: Identifies companies that:

  • Recently posted remote job listings
  • Announced remote-first policies
  • Are hiring distributed teams
  • Show signs of remote work challenges
  • Provides personalized outreach strategies for each

Tips for Best Results

  • Be specific about your product and its unique value
  • Run from your codebase if applicable for automatic context
  • Provide context about your ideal customer profile
  • Specify constraints like industry, location, or company size
  • Request follow-up research on promising leads for deeper insights

Related Use Cases

  • Drafting personalized outreach emails after identifying leads
  • Building a CRM-ready CSV of qualified prospects
  • Researching specific companies in detail
  • Analyzing competitor customer bases
  • Identifying partnership opportunities

来源与署名

来源:composiohq/awesome-claude-skills位于lead-research-assistant提交be2a406

许可证: 无许可证

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