• DATA
  • ANALYSIS
  • REPORT
  • HUMAN

How to perform industry benchmarking with your AI

Connect your AI to SEC EDGAR data to pull regulatory filings. Once connected, your agent handles the heavy lifting of comparing company metrics.

Ask AI about this page

Short answer

How can I use AI to compare companies in the same sector?

Your AI uses regulatory data to pull specific metrics for a list of tickers or an entire industry group. It then calculates the differences and identifies outliers. You get a clear view of how competitors stack up against each other.

The outcomes

What you get from the analysis

This is what your agent produces after processing the filings.

DATA

Clean metric sets

The AI extracts specific line items from SEC filings and organizes them into a structured format for comparison.

ANALYSIS

Relative performance

Your agent identifies which companies are leading or lagging in specific financial ratios compared to the sector average.

REPORT

Summary tables

The AI builds comparison tables that highlight key differences in revenue, debt, or margins across your target group.

HUMAN

Strategic decisions

You take the AI's data and decide which competitive shifts actually matter for your investment or business strategy.

The workflow

What your AI does when the request arrives.

The AI moves from identifying the right companies to calculating the comparison.

  1. Identify targets

    The AI finds the correct ticker symbols for the companies you want to analyze.

    lookup_ticker

  2. Pull sector data

    The agent pulls the necessary financial data for the entire group of competitors at once.

    get_industry_comparison

  3. Calculate variances

    Your AI compares the pulled metrics to find deviations from the industry mean.

    get_industry_comparison

  4. Format results

    The agent organizes the raw regulatory data into a readable comparison for your review.

    get_industry_comparison

Try it

Copy these to start.

Use these prompts to trigger the benchmarking process.

Starting points

Swap out the bracketed text for the specific sector or companies you are researching.

U.S. Securities and Exchange Commission (SEC) Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_WNZUH9p6UpABLMwagqH90YF5j0SIGZRzK0fN8lHI/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. Securities and Exchange Commission (SEC) capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "sec-edgar-full-the-ultimate-free-bloomberg-alternative-for-ai-agents-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_WNZUH9p6UpABLMwagqH90YF5j0SIGZRzK0fN8lHI/mcp"
    }
  }
}
Copy into chat04

  • Compare the revenue growth of [Sector] companies over the last four quarters.

  • Get an industry comparison for [Ticker 1], [Ticker 2], and [Ticker 3] focusing on debt-to-equity ratios.

  • Which companies in the [Sector] industry have the highest profit margins according to recent filings?

  • Run a benchmarking analysis for the [Sector] sector to find outliers in operating cash flow.

  • Claude
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  • JetBrains
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Start here

Connect SEC EDGAR Full once, then ask.

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Connect SEC EDGAR Full to your AI

FAQ

How this task behaves

  • 01

    Can the AI change the data in the SEC filings?

    No. The AI only reads and interprets the data provided by the SEC. It cannot modify regulatory records.

  • 02

    Does the AI perform the final investment recommendation?

    No. The AI provides the data and the comparison, but you must make the final decisions and interpretations.

  • 03

    Can I compare companies that aren't in the SEC database?

    No. This tool only accesses data available through the SEC EDGAR system.

  • 04

    Can the AI pull data for private companies?

    No. The tool is limited to public companies that file with the SEC.

  • 05

    How does the AI handle different fiscal year ends?

    The AI uses the specific filing dates and periods provided in the regulatory data to align the comparison.

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

Connect U.S. Securities and Exchange Commission (SEC) to Claude, Cursor, ChatGPT & more