How benchmarks work

How Verinode builds peer benchmarks, why they stay anonymous, and how to read a benchmark against your cohort.

1 min read·Updated July 11, 2026
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Overview

Benchmarks compare your business against a cohort of peers on the metrics that matter: margin, cost ratios, cycle time, and more. They are the reason the numbers are worth trusting, because Verinode is governed by an Operator Advisory Council and never sells operator data to carriers.

Where to find it

Open Benchmarks from the sidebar at iq.verinode.ai/benchmarks. Each metric shows your value alongside the cohort, so you can see where you lead and where there is room to improve.

How it works

Every benchmark is built from anonymized contributions across the network. Your individual numbers are never shown to another operator, and operator data is never sold to carriers.

  1. 1Data flows in from your documents and connected tools.
  2. 2It is anonymized before it ever contributes to a benchmark.
  3. 3Verinode aggregates the cohort and positions you within it.

Note

Benchmarks appear once a cohort is large enough to keep every contributor anonymous. Until then, you will see industry-sourced reference ranges instead of live peer numbers.

Best-practice example

Start with your margin benchmark. If your net margin sits below the cohort, open the cost-ratio breakdown to see whether labor, materials, or subcontractor spend is the driver, then use the Take Action panel to turn that into a decision.

Data sources

Data sources

  1. 1.Anonymized peer contributions. Verinode network.
  2. 2.Published industry benchmarks. Verinode Research.

Before you start

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