B2B measurement
How to use B2B marketing benchmarks
A B2B marketing benchmark is someone else's average. Use it as a smell test for whether your conversion rates are implausible, not as a funnel to copy. Your ICP, price, and sales process will not match the survey.

What a benchmark actually is
It is a statistic from a sample: average email click rate, typical win rate, cost per opportunity in a category. Firms like Forrester sell research that includes these ranges. The number is a description of that sample, in that year, with that definition of a "lead." It is not a law of your funnel.
| You see | Ask |
|---|---|
| Average reply rate | For which channel, ICP, and year |
| SQL rate | How they define SQL |
| CAC | What costs are in the number |
Why copying a funnel percentage fails
Definitions differ. One company's MQL is a webinar registrant. Another's is a sales-accepted opportunity. Mix those and you will "underperform" a 20% conversion rate that was never comparable. Price and cycle length also move every ratio. A $3,000 tool and a $300,000 implementation do not share a demo-to-close rate. If you paste a SaaS survey into a manufacturing plan, you will hire for a motion you do not have.
Use a range as a smell test
If your site converts at 0.05% or at 40%, something is probably mis-tagged, or you are counting the wrong denominator. If cost per opportunity is ten times a published range for a similar ACV, you have a targeting or offer problem, or you are buying the wrong channel. The benchmark's job is to make you ask "are we measuring the same thing?" not to set the OKR.
Build your own baseline
Ninety days of clean CRM data beats a PDF. Track by ICP and by motion, not one blended funnel. When a vendor quote arrives, ask for the definition, the year, and the sample. If they cannot answer, you do not have a benchmark. You have a sales slide.
Related
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