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Sales Automation1 min read

Building a Sales Pipeline That Reflects Reality

A pipeline is only useful if it is honest. Five rules for clean stages.

Ravi Menon

April 12, 2026 · Updated May 18, 2026

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Vanity pipelines forecast nothing. Keep stages tied to buyer actions.

Define exit criteria

Every stage needs a clear, observable trigger to advance.

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