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Date Published

March 18, 2026

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Date Published

March 18, 2026

Benchmarking portfolio companies against third-party datasets can be a painfully manual process, especially when third-party benchmarks live in PDFs or reports that aren’t easily queryable. With Standard Metrics MCP and Claude’s ability to ingest attached documents, investors can turn static benchmark reports (like those from Emergence Capital) into personalized, comparable insights in minutes. Perform this analysis to gain a clear, data-backed perspective of how your companies stack up, without the headache.

 

 

How to set this up

Tools

  • Claude
  • Standard Metrics MCP. See here for set up details.
  • A third-party benchmarking report (PDF or hyperlink)

 

Prompt used in the video:

How do these companies stack up to Emergence’s AI ARR growth benchmarks?

 

Tips

  • Try it with other benchmarking reports (Bessemer, ICONIQ, etc.)


Automate your portfolio reporting

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  • Collect a higher volume of accurate data
  • Analyze a robust, auditable data set
  • Deliver insights that drive fund performance


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