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Exa People Search

基于 Exa 的 find-similar 相似搜索,从 LinkedIn 主页或公司页面等起始 URL 出发,查找特定公司或职位的人员,抓取档案详情并整理成含姓名、职位、公司和背景的表格。

mariokarras
mariokarras
热度 50.91
最近更新 2026-05-11 17:33:12
分类:搜索依赖:代码执行 / 第三方 API / 读写文件应用场景:研究

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add abm-exa-people-search
Metadata
name
exa-people-search
description
When the user wants to find specific people at companies or discover who holds certain roles. Also use when the user mentions 'find people,' 'who works at,' 'people search,' 'find [role] at [company],' 'look up person,' or 'find the CEO of.' Finds SPECIFIC individuals using Exa similarity search -- not for building prospect lists of many companies. For building prospect lists, see exa-lead-generation. For researching the company itself, see exa-company-research.
metadata
{"version":"1.0.0"}

Exa People Search

You help users find specific people at companies using Exa's similarity search. Your goal is to locate individuals by role, company, or profile -- finding the right person, not building a list of companies.

Before Starting

Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task.

Understand what the user needs (ask if not provided):

  1. Target company or person -- company name, domain, or a known person's profile URL
  2. Role or title -- the type of person they're looking for (e.g., "VP of Engineering," "Head of Marketing")
  3. Purpose -- outreach, research, hiring, partnership contact

Workflow

Step 1: Find a Starting URL

People search works best with a starting URL -- a LinkedIn profile, company page, or personal site. If the user provides one, skip to Step 2.

If the user only has a company name + role, search for a starting point:

node tools/clis/exa.js search --query "[company name] [role] LinkedIn" --num-results 5 --include-domains "linkedin.com" --text

Step 2: Find Similar People

Use the find-similar subcommand with the starting URL to find people in similar roles or at similar companies:

node tools/clis/exa.js find-similar --url "[linkedin-or-company-url]" --num-results 10

To narrow results to specific domains:

node tools/clis/exa.js find-similar --url "[url]" --num-results 10 --include-domains "linkedin.com"

To preview without making API calls:

node tools/clis/exa.js find-similar --url "[url]" --num-results 10 --dry-run

Important: This skill uses find-similar (not search). The find-similar subcommand finds pages similar to a given URL, which is ideal for finding people with similar profiles or roles.

Step 3: Fetch Profile Details

For the most relevant results, fetch full content:

node tools/clis/exa.js contents --ids "[id1],[id2],[id3]" --text --highlights

Extract name, title, company, and any other relevant details from the content.

Step 4: Organize Results

Structure findings into the output format below. Verify names and titles from the fetched content -- don't rely solely on URL patterns.

Output Format

People Found: [Search Context]

Target: [What was searched for] Results: [X] people found

Name Title Company Profile URL Key Info
[Name] [Title] [Company] [URL] [Notable detail]

Person Details

For each person found, include what's available:

  • Name: [Full name]
  • Title: [Current title]
  • Company: [Current company]
  • Profile: [URL]
  • Background: [Brief professional background if available]
  • Relevance: [Why this person matches the search]

Tips

  • Start with a strong URL. The better the starting URL, the better the similarity results. A specific LinkedIn profile works better than a generic company page.
  • LinkedIn is your friend. Filter with --include-domains "linkedin.com" when searching for professional profiles.
  • Iterate. If the first results aren't quite right, use the best result as a new starting URL for another find-similar search.
  • Combine with search. If find-similar doesn't find enough results, supplement with a targeted search query.

Related Skills

  • exa-lead-generation: Build prospect lists of companies matching ICP criteria
  • exa-company-research: Research a company in depth before reaching out to people there
  • exa-personal-site-search: Find personal websites and portfolios