ICP refinement prompts

ICP Builder From Best Customers Win Data

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.

Performance Improvement & Self-Coaching

Pipeline Analysis ICP Wins Losses Stuck Adjust Segments

This prompt helps AEs, sales managers, and RevOps teams analyze pipeline performance across segments to surface patterns in wins, losses, and stuck deals. It outputs adjusted ICP criteria, prioritized target industries, and use-case-based segmentation recommendations. Use it during quarterly planning, pipeline reviews, or whenever you suspect your ICP is drifting from reality.

Pipeline Management

Win/Loss & Opportunity Intelligence

Design a Post-Change Evaluation Framework

This prompt designs a post-change evaluation framework for a completed or in-progress change initiative — covering the success metrics to measure, the measurement timing and methodology, the process for capturing lessons learned, and the governance for acting on the evaluation results. Use it to build the evaluation plan before a change is completed rather than after.

Post-Sale/Growth

Founder-Led & Early-Stage Selling

First Ten Customers Playbook Startup

This prompt creates a founder or SDR playbook for acquiring the first ten customers of an early-stage startup, covering ICP definition, cold outreach, discovery questions, and warm-path connection mapping. It's built for Founder-Led Sellers and SDRs who are operating without a mature sales motion and need a structured starting point. Use it pre-launch or shortly after launch when you're doing manual, high-touch outreach to validate the product and close design partners or early paying customers.

Founder-Led & Early-Stage Selling

First Sales Hire Evaluation Description Format

This prompt generates a structured job description and an evaluation framework for founders or sales leaders hiring their first dedicated salesperson. It accounts for the specific demands of an early-stage sales hire — someone who can run a full cycle, build process from scratch, and close without heavy enablement support. Use it when you're moving from founder-led sales to your first dedicated rep and need to define what great actually looks like for your stage and motion.

Best Customer Pattern Analysis ICP Validate Update

This prompt analyzes patterns across closed-won and closed-lost deals to surface what your best customers actually have in common and where your ICP assumptions may be off. It's built for AEs, sales managers, and RevOps teams doing structured win/loss reviews or reassessing ICP fit before a planning cycle. Use it when you have enough deal history to spot patterns and want to make your targeting and qualification criteria more defensible.

ICP Hypothesis Validation Current Customer Lost Questions

This prompt generates a set of diagnostic questions designed to test whether your current ICP holds up against actual win/loss and churn data. It's most useful for AEs, sales managers, RevOps teams, and founder-led sellers doing a formal ICP review or preparing for a planning cycle. Use it before prospecting sprints or when inbound quality is declining and you need to pressure-test your assumptions.

Win/Loss & Opportunity Intelligence

Extract a Repeatable Win Story from CRM Deal Notes

This prompt takes raw CRM notes from a closed-won deal and extracts a structured competitive win story for future use against the same rival. It's for AEs and Sales Managers who want to systematize what actually worked, not just log that a deal closed. Use it immediately after closing a competitive win, while the details are fresh.

Evaluation

Win/Loss Documentation & Debrief

Win Analysis Leading Indicators Plays Rep Moments

This prompt helps AEs, sales managers, and directors analyze closed-won deals to identify the specific behaviors, moments, and leading indicators that consistently appear in wins. It's built for post-sale and pipeline review contexts where you want to systematize what's working before wins become habits and habits become undocumented. Use it to build a win-based playbook, structure a debrief, or create coaching materials grounded in real deal data.

Pipeline Management

Build a Complete Ideal Customer Profile

This prompt guides AEs, SDRs, and founder-led sellers through defining a complete ICP by analyzing best-fit and worst-fit customers. It produces a firmographic profile, technographic criteria, and behavioral signals for targeting. Use it before building a target account list or when deal quality feels inconsistent. It works best at the start of a new territory or GTM motion.

Performance Improvement & Self-Coaching

Identify Win/Loss Patterns Across Quarterly Deal History

This prompt helps AEs and sales managers compare closed-won and closed-lost deals from the current quarter to identify patterns across buyer type, deal size, company size, objections raised, sales cycle length, and final decision-maker. It produces a profile of your top-performing deals and a profile of deals you consistently lose. Use it at quarter close or during a retrospective when you have enough deal history to make patterns meaningful.

Ongoing/Cross-Stage

Score and Tier 20 Accounts Against Your ICP Criteria

This prompt scores a list of up to 20 accounts across five criteria — industry fit, size fit, technology signals, timing signals, and relationship warmth — and sorts them into three priority tiers with a call list for the top tier. It's for AEs, SDRs, and BDRs doing territory planning who want a systematic account prioritization rather than gut feel. Use it at the start of a quarter or when onboarding to a new territory and need to sequence your prospecting effort.

Build a Complete ICP Persona and Account Targeting Framework

This comprehensive prompt covers the full ICP and targeting workflow: defining ICP from scratch or from best customers, identifying negative signals, building champion and economic buyer personas, developing blocker personas, creating account list criteria with firmographic and technographic filters, signal-based targeting, account prioritization matrices, ICP validation, refinement based on win/loss data, and persona-specific messaging and value props.

Refine ICP from Best vs. Worst Customer Comparison

This prompt analyzes data from your five best and five worst or churned customers to produce a refined ICP definition, three disqualification criteria, and a recommended scoring model for territory planning. It's designed for AEs, sales managers, and sales directors who want to sharpen their targeting based on actual win and churn patterns rather than gut feel. Use it at the start of a new quarter, before a territory reset, or after a run of late-stage losses that suggest ICP drift.

Define ICP With Fastest Paths to Closed Deal

This prompt guides you through 10 questions about your best current customers and synthesizes the answers into a complete ICP document — covering firmographics, technographics, psychographics, buying triggers, anti-personas, and the three fastest paths to close. It's built for AEs and founder-led sellers who want an ICP optimized for speed-to-revenue, not just fit. Use it when you need a working ICP fast, or when you want to identify which deal type to prioritize to hit a near-term number.

Refine Your ICP Model Based on Conversion Trends

This prompt helps sales managers, directors, and RevOps leaders refine their Ideal Customer Profile by analyzing historical deal data to identify which industries, personas, and behavioral signals correlate most strongly with fast closes and high win rates. Use it during annual planning or when win rates are declining and you suspect ICP drift. Requires historical customer and deal data as inputs.