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Benchmark Study

Public industry benchmarks for one metric, price or pay item, with ranges, medians, definitions, caveats, sources and where your figure sits.

Built for teams checking a pay, price or performance figure against industry benchmarks from public peers.

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Why this work is hard

The problem

Teams checking a pay, price or performance figure against public peers spend hours on this by hand: finding the right sources, reading them, checking them against each other and writing up what matters. The work is repetitive, it is easy to miss something, and nobody can show where a claim came from.

The GREP AI agent

Benchmark Study does that work as a GREP AI agent. It runs when you ask, and you can put it on a daily, weekly or monthly schedule. Every run delivers a sourced report, with every claim linked to its source.

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What you get

01
On demand
It runs when you ask, and you can put it on a daily, weekly or monthly schedule.
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Sourced delivery
Every run delivers a sourced report, with every claim linked to its source.
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Read in minutes
The result is a brief you can read in minutes, not a thread to dig through.
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Make it yours
Clone it, edit its instructions and make it your own in one click.
Use cases
01Teams checking a pay, price or performance figure against public peers who do this work by hand today
02A one-off answer with a trail an auditor can follow
03Benchmarking research without the tab sprawl
04Compensation research without the tab sprawl
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What Benchmark Study delivers

Web pageSenior Data Engineer Pay, US Fintech Series B-C, Remote: $185k Base Sits at the Middle of the Evidence
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FAQ

What does Benchmark Study need to run?

Benchmark Study needs item to benchmark and comparison set (industry, region, level, size); your figure or quote (optional) is optional.

How often does Benchmark Study run?

It runs when you ask, and you can put it on a daily, weekly or monthly schedule.

What does Benchmark Study deliver?

Every run delivers a sourced report, with every claim linked to its source.

Can I change what Benchmark Study does?

Yes. Every GREP AI agent can be cloned into your workspace, where you can edit its instructions, add your own sources and files, and change its schedule.

What can I benchmark?

One item per run: a pay package, a purchase price, a product's pricing and packaging, or a performance metric such as churn, CAC or a channel conversion rate.

Where do the industry benchmarks come from?

It depends on the item. Pay uses sources such as BLS OES, Levels.fyi and pay-transparency job postings. Purchase prices use list prices, distributor catalogs, GSA Advantage and public contract awards. Metrics use company filings, industry surveys and analyst reports.

How does it place my own figure?

Add your figure and the verdict line says whether it is below, within or above the range and by how much. The range is computed from comparable data points only, and stale, vendor-sponsored or small-sample data is flagged.

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Run Benchmark Study in minutes.

Free to start. Run it once, put it on a schedule, or clone it and make it yours.