• FIRMOGRAPHIC
  • PROFESSIONAL
  • VALIDATION
  • HUMAN

How to enrich company and person profiles with your AI

Connect Diffbot to your AI client once. Your agent then uses web data to fill in missing details in your existing lists.

Ask AI about this page

Short answer

How can I use Diffbot to fill in missing data?

Your agent uses company domains or person names to find missing industry, headcount, or job title details. You get a complete dataset without manual searching. This breakdown shows how the data lands.

Where the data lands.

The outcomes of enrichment.

The AI maps scraped information directly to your records.

FIRMOGRAPHIC

Complete company profiles

The agent finds industry, size, and location using company domains. These details populate your target columns.

PROFESSIONAL

Detailed person data

Your AI pulls job titles and professional history using names. It fills the gaps in your contact lists.

VALIDATION

Cleaned datasets

The agent reconciles web data with your current entries. You get a single, updated source of truth.

HUMAN

Review required

You decide which enriched fields to keep or discard. The AI provides the data, but you own the final result.

The workflow

What your AI does when the data arrives.

The AI acts as a researcher that scans the web to supplement your local files.

  1. Identify targets

    Your agent looks at the domains or names you provide to find the right entities on the web.

    enhance_company_profile

  2. Scrape details

    The AI pulls specific firmographic data like industry and employee count from live web sources.

    enhance_company_profile

  3. Map professionals

    The agent finds professional details for specific people to round out your contact records.

    enhance_person_profile

  4. Update records

    The AI prepares the new information so it can be merged into your existing datasets.

    enhance_company_profileenhance_person_profile

Try it

Copy these to start.

Use these prompts to trigger the enrichment process.

Starting points

Replace the bracketed text with your actual data sources like a Google Sheet or a CSV file.

Diffbot Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_5HEsQ3kHnUpmnDG46R4fceuP7Qbytx3PkQCCCPhX/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 — Diffbot capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "diffbot-alternative-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_5HEsQ3kHnUpmnDG46R4fceuP7Qbytx3PkQCCCPhX/mcp"
    }
  }
}
Copy into chat04

  • Use Diffbot to enhance the company profiles in this Google Sheet using the domains in column B.

  • Find the missing job titles for the people listed in my contact list using Diffbot.

  • Enrich these company records with industry and headcount data from Diffbot.

  • Check this CSV for missing professional details for the names provided.

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

Start here

Connect Diffbot once, then ask.

You only need to link your account once. Your credentials stay encrypted, and you can immediately start asking your AI to pull data.

Connect Diffbot to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my existing data?

    No. The AI only fetches new information to supplement your records. You must manually approve any changes to your original files.

  • 02

    What if the domain is incorrect?

    The AI relies on the domains you provide. If a domain is wrong, the AI will pull data for the wrong company.

  • 03

    Does it work with any spreadsheet?

    Yes, as long as your AI client has access to the file or you paste the data into the chat.

  • 04

    Can the AI delete rows in my sheet?

    No. This Connector only has tools to enhance profiles, not to delete or modify your existing rows.

  • 05

    How does it find person data?

    It uses the names and professional context you provide to find matching profiles on the web.

  • More questions about Diffbot? See everything the Diffbot Connector can do

Connect Diffbot to Claude, Cursor, ChatGPT & more