Library/Prospecting & Pipeline Creation/ICP Definition & Target Account Selection/Build a Scored Account Prioritization Framework
TestedProspecting & Pipeline CreationQuick Win (under 10 min)

Build a Scored Account Prioritization Framework

Generate a weighted scoring model to rank target accounts across firmographic fit, technographic signals, timing

About this prompt

This prompt creates a multi-dimensional account scoring framework that ranks a list of target accounts from 1–10 across five criteria: ICP fit, technographic signals, timing triggers, relationship strength, and strategic value. It's designed for AEs, SDRs, and BDRs who need to focus their prospecting effort on the highest-probability accounts. Use it at the start of a quarter or when entering a new territory with more accounts than available call capacity.Most territory plans fail not because the rep doesn't know their accounts, but because they treat a hundred accounts equally when two or three should get 80% of the attention. This prompt generates a scored, ranked account list with a brief rationale for each of the top ten accounts, using five weighted criteria: firmographic fit, technographic signals, timing triggers, relationship strength, and strategic value. To get useful output, fill in [NUMBER] with your account count, [YOUR ICP CRITERIA] with the specific firmographic thresholds that matter for your solution, and [YOUR SOLUTION] with enough context for the AI to assess technographic fit. Then paste your account list into [PASTE ACCOUNTS] — the more data you include per account (industry, size, tech stack, recent news), the sharper the scoring rationale. Use this prompt when entering a new territory or resetting at the start of a quarter; it's less useful for in-flight territory management where you already have relationship context the AI won't have. The output is a prioritization starting point — override the ranking when you have firsthand knowledge that the AI's signals don't capture.

The prompt

Help me build a scoring framework to prioritize [NUMBER] target accounts in my territory. Using the following ICP criteria, score each account from 1-10 on each dimension and calculate a total priorit
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Variables to replace

NUMBER|YOUR ICP CRITERIA|YOUR SOLUTION|PASTE ACCOUNTS

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
DifficultyIntermediate
Time to valueQuick Win (under 10 min)
Works withAI-Agnostic
CategoryProspecting & Pipeline Creation
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