TestedSales Operations, CRM & ProductivityQuick Win (under 10 min)

Identify Re-Engagement Candidates from Deal History

Generate three re-engagement account recommendations from deal history with rationale and a short re-opening outreach

About this prompt

This prompt helps AEs and SDRs mine their deal history to surface accounts that have re-engagement potential based on timing, prior behavior, or unresolved expressed interest. It produces three account recommendations, each with an explanation of why now is a good time to reconnect and a short re-opening note ready to send. Use it at the start of a new quarter or when pipeline is thin and you need to identify warm accounts to reactivate before building from cold.Closed-lost and stalled deals are one of the most underused prospecting assets a rep has — many of those accounts still have the problem your solution solves, and the timing or internal dynamics may have shifted since the deal went quiet. This prompt analyzes your deal history over a defined period and identifies three accounts where re-engagement is likely to land, based on how far the prior deal progressed, what specifically stopped it, and any signals of renewed relevance such as personnel changes, budget cycle timing, or unresolved pain. Fill in [DATE RANGE] with the period of deal history you want analyzed — three to twelve months of closed-lost or stalled data typically surfaces the best candidates. The AI produces a rationale for each recommendation and drafts a short, specific re-opening note that references the prior relationship without rehashing the full history. Use this prompt when pipeline is thin and you need warm accounts to work; for a manager who needs to surface re-engagement opportunities across a full team's deal history, the team-level closed-lost analysis prompt gives broader coverage. For best results, include deal notes from the original conversations, especially any stated timing or budget reasons for not moving forward, so the AI can assess whether those blockers are likely to have shifted.

The prompt

Analyze my deal history over the previous [DATE RANGE] and suggest three accounts that show re-engagement potential based on timing, prior behavior, or expressed interest that was never fully resolved
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Variables to replace

DATE RANGE

How to run it

  1. Copy the prompt and paste it into Claude, ChatGPT, Gemini, or Copilot — it's tuned to run in any of them.
  2. Replace the variables — swap each bracketed token for your deal's specifics. The variables list above explains every field.
  3. Make it yours — run it, keep what's strong, and tighten your inputs on the next pass. The prompt improves with your context.

What good output looks like

Make it yours

StageOngoing/Cross-Stage
SeatAE, Inside Sales, SDR
DifficultyIntermediate
Time to valueQuick Win (under 10 min)
Works withAI-Agnostic
CategorySales Operations, CRM & Productivity
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