Sales Manager Uses Claude for Weekly Pipeline Reviews

The scenario: A Sales Manager needs to prepare for the Monday VP of Sales pipeline call. Manual pipeline review takes 60–90 minutes of reading deals one by one and building a mental picture of deal health. Forecast projections mostly rely on rep self-reporting, which is often optimistic.

What they do: The manager pastes the weekly pipeline export (CSV or deal-by-deal text) into a Claude Project configured with team context and a CLAUDE.md file. They run the weekly pipeline review prompt. Claude produces an executive summary, a commit deals table with Green/Yellow/Red health ratings, best case deals with required actions, at-risk deals with stall reasons and recovery actions, rep coaching flags for weak opportunity hygiene, and a forecast projection with high/medium/low scenarios.

The result: Pipeline review drops from 60–90 minutes to 15–20 minutes. The manager walks into the VP of Sales call prepared and specific, with rep-level coaching items identified before the conversation.

A practical AI workflow for B2B sales — the prompts below run this play end to end, in Claude, ChatGPT, Gemini, or Copilot.

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