• COMPLETE
  • PARTIAL
  • VERIFY
  • FAILED

How to enrich lead contact data with your AI

Connect FirstQuadrant to your agent once. After that, your AI handles the research to find missing prospect details.

Ask AI about this page

Short answer

How can I use my AI to find missing lead info?

Your agent triggers research workflows to find missing company names, emails, or job titles for your prospects. You get a complete list of contact details. This breakdown shows how the research works.

Where the data lands.

The research outcomes.

The AI processes your raw leads and sorts the results into these categories.

COMPLETE

Full contact profiles

The AI finds every missing piece of info. You get a clean record with names, emails, and company data.

PARTIAL

Incomplete matches

The AI finds some info but hits a wall. These records are flagged so you know what's still missing.

VERIFY

Human review needed

When the AI finds conflicting data, it stops. You step in to confirm the correct details before using them.

FAILED

Unreachable prospects

The AI can't find any trace of the lead. These are moved out of your active workflow.

The workflow

What your AI does when a lead arrives.

Instead of you searching websites manually, your agent runs these steps in the background.

  1. Identify gaps

    Your agent looks at your current lead list and spots exactly which fields are empty.

    enrich_contact_ai

  2. Search for details

    The AI hunts for the missing contact information across the web.

    get_contact_details

  3. Validate findings

    The agent cross-references the new data to ensure the contact actually belongs to the right company.

    enrich_contact_ai

  4. Update your list

    The AI prepares the final, enriched data for your use.

    get_contact_details

Try it

Copy these to start.

Use these prompts to kick off the research.

Starting points

Replace the bracketed text with your specific file names or lead lists.

FirstQuadrant Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_64HulGH91J0p6upMznBFK1D1EevjnicgfpxvH6aE/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — FirstQuadrant capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "firstquadrant-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_64HulGH91J0p6upMznBFK1D1EevjnicgfpxvH6aE/mcp"
    }
  }
}
Copy into chat04

  • Enrich the contact details for the leads in this Google Sheet.

  • Find the missing company names and emails for the prospects in my CSV file.

  • Research the job titles for the contacts listed in this text block.

  • Check this list of leads and fill in any missing LinkedIn profiles.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect FirstQuadrant once, then ask.

Just follow the link to connect. Your credentials stay encrypted, and you can start prompting your agent immediately.

Connect FirstQuadrant to your AI

FAQ

How the enrichment behaves

  • 01

    Can the AI update my CRM directly?

    No. The AI finds and prepares the data, but you remain in control of pushing that data into your CRM.

  • 02

    Will the AI delete any of my existing leads?

    No. The AI only reads your data and generates new information. It cannot delete or modify your original files.

  • 03

    How does it find the email addresses?

    The AI uses its research tools to scan available web data and company information to find valid contact points.

  • 04

    What happens if the AI can't find a person?

    If the research yields no results, the AI simply reports the lead as unfindable. It won't make up fake data.

  • 05

    Do I need to give it access to my LinkedIn account?

    No. The AI performs its own research without needing your personal social media logins.

  • More questions about FirstQuadrant? The Connector page answers them. See everything the FirstQuadrant Connector can do

Connect FirstQuadrant to Claude, Cursor, ChatGPT & more