• DATA
  • ANALYSIS
  • REPORT
  • HUMAN

How to map business activity with your AI

Connect to the U.S. Census once. From there, your agent pulls local economic data whenever you ask.

Ask AI about this page

Short answer

How can I map business activity with my AI?

Your agent queries U.S. Census datasets to find establishment counts and payroll totals for specific counties. This gives you a direct look at local economic density and wage strength. You'll see the specific data points below.

The outcomes.

Where your data lands.

The AI turns raw census files into clear economic snapshots.

DATA

Economic profiles

The AI pulls establishment counts and payroll totals. You get a structured view of a county's business landscape.

ANALYSIS

Market strength

Your agent identifies which industries drive local economies. You can see where the highest wages are concentrated.

REPORT

Written summaries

The AI converts raw numbers into plain English. You get a readable summary of the economic health of a region.

HUMAN

Strategic planning

The AI provides the raw economic metrics. You decide which counties are worth your time or investment.

The workflow

What your AI does when the request arrives.

The AI acts as the interface between your chat and the U.S. Census database.

  1. Fetch business counts

    The AI pulls specific establishment and payroll data for the target area.

    get_business_patterns

  2. Gather county context

    It pulls broader demographic and economic details for the requested county.

    get_county_profile

  3. Compare regions

    The agent looks at business patterns across different counties to find differences.

    get_business_patterns

  4. Synthesize profiles

    The AI combines the census data into a single economic overview.

    get_county_profile

Try it

Copy these to start.

Use these prompts to begin your research.

Starting points

Replace the county names and industry types with the ones you actually need.

U.S. Census Bureau Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_4mnS5ZdaLpQiQCMtt6ryAg6zDomZhSPyboPx8Sig/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 — U.S. Census Bureau capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "us-census-full-complete-demographic-economic-intelligence-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_4mnS5ZdaLpQiQCMtt6ryAg6zDomZhSPyboPx8Sig/mcp"
    }
  }
}
Copy into chat04

  • Show me the business patterns for Cook County, IL to see which industries have the highest payroll.

  • Compare the establishment counts in Austin, TX versus San Jose, CA.

  • Get a county profile for Miami-Dade, FL and summarize the economic strength.

  • Which counties in Georgia have the highest concentration of manufacturing businesses?

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Start here

Connect U.S. Census Full once, then ask.

One click connects the MCP to your client. Your credentials stay encrypted, and the full walkthrough is on the Connector page.

Connect U.S. Census Full to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change the Census data?

    No. The AI only reads data from the U.S. Census. It cannot modify any records.

  • 02

    Can the AI find specific company names?

    No. The tools provide aggregate data like establishment counts and payroll, not individual company names.

  • 03

    Does it work for any county in the US?

    Yes, as long as the data is available in the U.S. Census business patterns and county profile datasets.

  • 04

    Can the AI write a report to my local drive?

    No. The AI can write the report in your chat window, but it cannot save files directly to your computer.

  • 05

    Can the AI predict next year's payroll?

    No. The AI only accesses existing Census data. It does not perform forecasting or predictive modeling.

  • More questions about U.S. Census Full? The Connector page answers them. See everything the U.S. Census Full Connector can do

Connect U.S. Census Bureau to Claude, Cursor, ChatGPT & more