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Analysis / Sales pipeline and forecasting

Estimate sales cycle length by customer segment

Use Proforma to estimate sales cycle length by customer segment. Produce sales cycle distribution table and aging open-deal comparison from your business data.

A starting point for

Sales leader · Revenue operations manager

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Your starting prompt.

Estimate sales cycle length for [segments] using opportunities qualified in [period]. Show medians, percentiles and cycle distributions for won and lost deals, with still-open opportunities reported separately. Break out [sales motion] and deal size where samples permit. Identify segments whose current open deals are aging beyond historical ranges, preserving the qualification-date definition and labeling small samples.

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Method and review

Keep the assumptions visible.

Use a dated pipeline snapshot and stage history. State the target period and probability method, and distinguish expected pipeline from committed revenue.

For this task, check

Comparing only won deals understates the duration and experience of the entire qualified pipeline.

This starting prompt has no published worked example yet. Begin with a small sample and check the calculations before relying on the result.

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