• CRM
  • RESEARCH
  • VISUAL
  • HUMAN

How to enrich company profiles with your AI

Connect AbstractAPI to your agent once. From there, you can turn a simple domain into a full business profile.

Ask AI about this page

Short answer

How can I turn domains into company profiles?

Your agent uses AbstractAPI to pull industry data, employee counts, and LinkedIn links from a domain. You'll get structured profiles ready for your CRM or research sheets.

Where the data goes.

The results of enrichment.

The AI processes the domain and organizes the information into these specific outcomes.

CRM

Fill your CRM

The AI pulls industry and size data to populate empty fields in your sales database.

RESEARCH

Build lead lists

Get LinkedIn links and company details to build better outreach lists.

VISUAL

Verify websites

The agent captures a screenshot of the site so you can visually confirm the business.

HUMAN

Review findings

You check the final profiles to ensure the data matches your specific needs.

The workflow

What your AI does when a domain arrives.

Your agent handles the lookup and verification steps automatically.

  1. Fetch company data

    The agent uses AbstractAPI to grab the industry, employee count, and social links.

    enrich_company

  2. Capture site visuals

    The agent takes a screenshot of the company homepage for visual verification.

    website_screenshot

  3. Organize information

    The agent cleans the raw data into a structured format.

    enrich_company

  4. Prepare final profile

    The agent combines the text data and the screenshot into a single profile.

    enrich_companywebsite_screenshot

Try it

Copy these to start.

Paste these into your chat to begin enriching data.

Starting points

These are opening lines. Replace the domain names with the ones you actually need to research.

AbstractAPI Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_ImUlugNRtHHBZ8q5UNWsxJy85aMTDDG0KSXVTRJ6/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 — AbstractAPI capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "abstractapi-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ImUlugNRtHHBZ8q5UNWsxJy85aMTDDG0KSXVTRJ6/mcp"
    }
  }
}
Copy into chat04

  • Enrich the profile for apple.com and give me the industry and employee count.

  • Look up stripe.com and find their LinkedIn profile link.

  • Check the website for microsoft.com and show me a screenshot of the homepage.

  • Take this list of domains from my spreadsheet and enrich them with company details.

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

Start here

Connect AbstractAPI once, then ask.

Link your account through the Vinkius dashboard. Your credentials stay encrypted, and you can start prompting your agent immediately.

Connect AbstractAPI to your AI

FAQ

How this task behaves.

  • 01

    Can the AI update my CRM automatically?

    No. The AI provides the data, but you have to trigger the update in your CRM yourself.

  • 02

    What if the company doesn't have a LinkedIn profile?

    The AI will simply report that the LinkedIn link is unavailable. It won't guess or invent a link.

  • 03

    Does the AI change my existing files?

    No. The AI only reads data and generates new text. It cannot modify your files or databases.

  • 04

    Can I get a screenshot of any website?

    Yes, as long as the site is public and the tool is called.

  • 05

    Can the AI find private email addresses?

    No. The tool only accesses public company data like industry and social links.

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

Connect AbstractAPI to Claude, Cursor, ChatGPT & more