Library/Prospecting & Pipeline Creation/ICP Definition & Target Account Selection/ICP Builder From Best Customers Win Data
TestedProspecting & Pipeline CreationQuick Win (under 10 min)

ICP Builder From Best Customers Win Data

Derive a data-backed ideal customer profile by analyzing your closed-won accounts and identifying the attributes that predict success.

About this prompt

This prompt generates an ideal customer profile by working backward from your best customers and win data rather than forward from assumptions. It's built for AEs, sales managers, RevOps, and sales directors who want an ICP grounded in actual deal outcomes rather than marketing personas. Use it when building or refreshing your ICP, setting territory strategy, or adjusting target account criteria after a win/loss review.

The prompt

Develop an ICP for [PRODUCT] using these best customers [BEST_CUSTOMERS] and win data [WIN_DATA]. Produce: (1) firmographic profile, (2) technographic signals, (3) behavioral and intent indicators, (4
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Variables to replace

PRODUCT | BEST_CUSTOMERS | WIN_DATA

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

StagePre-Prospecting
SeatAE, SDR, Sales Manager, RevOps / Sales Ops
DifficultyIntermediate
Time to valueQuick Win (under 10 min)
Works withAI-Agnostic
CategoryProspecting & Pipeline Creation
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