Library/Prospecting & Pipeline Creation/ICP Definition & Target Account Selection/Define and Score an ICP from Best-Customer Data
TestedProspecting & Pipeline CreationQuick Win (under 10 min)

Define and Score an ICP from Best-Customer Data

Analyze best-customer patterns to produce a structured ICP definition and score a prospect list against it for

About this prompt

This prompt helps AEs, SDRs, BDRs, and sales managers build a data-driven Ideal Customer Profile by analyzing firmographic, technographic, and behavioral patterns across their best existing customers. It produces a structured ICP definition and scores a pasted prospect list against it. Use it during territory planning, quota assignment, or whenever you need to prioritize a large prospect universe.ICP definitions built from intuition and tenure tend to be vague and inconsistent across the team. This prompt builds a structured ICP for [YOUR SOLUTION] by analyzing actual customer data the rep or manager pastes in: company sizes, industries, job titles, tech stacks, pain points, deal sizes, and sales cycles from their best accounts. From that input it surfaces firmographic patterns, technographic patterns, and behavioral triggers — the events or conditions that preceded a buying decision — then scores a [PASTE PROSPECT LIST] the rep provides against those patterns and recommends three ICP segments to prioritize with explanations. The quality of the output scales directly with the quality and quantity of customer data in the paste; a list of five customers produces a weaker signal than twenty. Use this prompt at the start of a new quarter, when entering a new territory, or when conversion rates suggest you're spending time on the wrong accounts. For teams that have formal CRM data exports, paste structured data rather than freeform notes — consistent field labeling produces more actionable segment recommendations.

The prompt

Help me define and refine my Ideal Customer Profile (ICP) for [YOUR SOLUTION]. Analyze the following information about my best customers: [PASTE: Company sizes, industries, titles, tech stacks, pain p
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Variables to replace

YOUR SOLUTION|PASTE: COMPANY SIZES, INDUSTRIES, TITLES, TECH STACKS, PAIN POINTS, DEAL SIZES, SALES CYCLES|PASTE PROSPECT LIST

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,BDR,Sales Manager
DifficultyAdvanced
Time to valueQuick Win (under 10 min)
Works withAI-Agnostic
CategoryProspecting & Pipeline Creation
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