• DATA
  • COMPARISON
  • INSIGHT
  • HUMAN

How to compare industry financial metrics with your AI

Connect once to give your agent access to SEC EDGAR. From there, it pulls XBRL frames to benchmark specific companies against their entire sector.

Ask AI about this page

Short answer

How can I benchmark a company against its industry using AI?

Your agent uses XBRL frames to pull metrics like revenue or EPS for a whole sector and compares them to a specific company's SEC filings. You get a direct look at how a firm stacks up against its peers.

The results you get.

Where your analysis lands.

The AI processes the raw SEC data into these specific outputs.

DATA

Sector benchmarks

The AI pulls XBRL data for an entire industry group. You get a baseline of standard metrics for that sector.

COMPARISON

Performance gaps

Your agent identifies how a company's income or assets deviate from the industry average. This highlights outliers.

INSIGHT

Metric trends

The AI isolates specific lines like EPS or revenue. You see exactly where a company leads or lags behind competitors.

HUMAN

Strategic decisions

The AI provides the comparative numbers. You decide what these deviations mean for your research or investment thesis.

The workflow

What your AI does when the data arrives.

The AI handles the technical retrieval so you can focus on the math.

  1. Fetch SEC filings

    Your agent pulls the necessary financial statements directly from the SEC EDGAR database.

    get_industry_comparison

  2. Map XBRL frames

    The AI identifies the correct XBRL tags for the specific metrics you want to compare across the sector.

    get_industry_comparison

  3. Calculate benchmarks

    The agent aggregates data from multiple companies to establish industry-wide averages for revenue or assets.

    get_industry_comparison

  4. Generate comparison

    The AI produces a side-by-side view of the target company against the calculated industry benchmarks.

    get_industry_comparison

Try it

Copy these to start.

Paste these prompts into your chat to begin.

Starting points

Swap out the company names and specific metrics for the ones 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_2h2NgYUbwlMmbq7EatEwPKwrMgOgduayGu5PZADP/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-financials-revenue-income-assets-eps-industry-comparison-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_2h2NgYUbwlMmbq7EatEwPKwrMgOgduayGu5PZADP/mcp"
    }
  }
}
Copy into chat04

  • Compare Apple's revenue and net income against the technology sector benchmarks.

  • How does Tesla's EPS compare to the average for the automotive industry?

  • Show me a comparison of total assets for Ford versus its primary industry competitors.

  • Benchmark the profit margins of NVIDIA against the broader semiconductor sector.

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

Start here

Connect SEC EDGAR Financials once, then ask.

One link connects the MCP to your client. Your login stays encrypted, and you can start asking questions immediately.

Connect SEC EDGAR Financials to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change the SEC filing data?

    No. The AI only reads the data from the SEC EDGAR database to perform comparisons.

  • 02

    Does the AI make the final investment decision?

    No. The AI provides the comparative metrics, but the final interpretation stays with you.

  • 03

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

    No. This Connector is built specifically for SEC EDGAR XBRL data.

  • 04

    Will the AI automatically update my spreadsheets?

    No. The AI provides the data in the chat interface. You must move it to your own files manually.

  • 05

    Can I use this with any AI client?

    Yes, as long as your client is MCP-compatible, like Claude, Cursor, or Windsurf.

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

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