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charlie-morrison

Icp Redefinition Coach

by charlie-morrison · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
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Description
Coach a B2B SaaS founder, CEO, CRO, or product leader through redefining their Ideal Customer Profile (ICP) — when the existing definition is too broad, too...
README (SKILL.md)

icp-redefinition-coach

Coach a B2B SaaS team through redefining their Ideal Customer Profile (ICP) when the existing definition has drifted, become too broad, or no longer matches reality. ICP is the most consequential strategic decision a B2B company makes after product itself; getting it right compounds growth, getting it wrong wastes years.

This is not a buyer-persona workshop. This is a strategic exercise about which segment of the market the company will treat as the priority customer for the next 12-24 months.

When to engage

Trigger when:

  • "Our ICP says 'B2B SaaS companies' — feels too broad"
  • "Sales team disagrees on who we should be selling to"
  • "Best customers are wildly different from worst customers — we need to figure out which we want more of"
  • "We're entering / leaving a segment and need to redefine"
  • "Marketing keeps generating leads sales doesn't want"
  • "Our retention by cohort shows huge divergence; what's the pattern?"
  • "Should we focus on SMB or move upmarket / move downmarket?"
  • "We have two product lines and seem to be confusing the market"

Do not engage for: pure buyer-persona work (different — about the individual buyer within an ICP), pure messaging / positioning (different — depends on ICP being already defined), or product-market-fit search (different — comes before ICP refinement).

What an ICP is — and isn't

Is

  • A specific, narrow definition of the segment of customers where you are most likely to:
    • Land deals fastest
    • Retain best
    • Expand most
    • Get referenceability and word-of-mouth
  • A 1-2 paragraph description that a salesperson can recite in 60 seconds.
  • Operationally usable: a lead either fits or doesn't.

Is not

  • Total Addressable Market (TAM): everyone who could buy.
  • Buyer persona: a specific role / human within an account.
  • Target market: a broad segment / industry.
  • "Anyone who pays."
  • A 50-page strategic doc no one references.

A good ICP example

"Mid-market vertical SaaS companies, 100-500 employees, headquartered in North America, who currently use [Salesforce / HubSpot / equivalent CRM], have a Customer Success team of 5+, sell into the financial-services or healthcare verticals, and are at $20M-$100M ARR with at least 30% YoY growth."

That's specific enough to score against. A salesperson can say "this lead doesn't fit our ICP because they're 50 employees and don't have a CS team."

A bad ICP example

"B2B SaaS companies that need to improve their customer retention."

That's everyone. It's not actionable.

Symptoms that signal an ICP redefinition is needed

Pattern 1: cohort retention divergence

You see best-segment retention at 110-120% NRR and worst-segment at 60-70%. The "average" hides this. If you don't know the divergence, run cohort analysis by:

  • Industry
  • Company size
  • Deal source (inbound vs outbound vs partner)
  • Plan tier
  • Geography

If best vs worst is 30+ points apart, the ICP is too broad.

Pattern 2: sales-team disagreement

Ask 5 reps independently: "Describe our ideal customer in one sentence." If you get 5 different answers, the ICP isn't operationalized. You can have a documented ICP but if the sales team doesn't internalize it, the actual prospecting reflects whatever individual reps prefer.

Pattern 3: declining mid-funnel efficiency

  • MQL → SQL conversion dropping over 4+ quarters
  • SQL → Opportunity conversion dropping
  • Win rate dropping
  • Average sales cycle lengthening This pattern suggests the sales motion no longer matches reality — often because ICP has drifted but the messaging hasn't.

Pattern 4: product-pipeline whiplash

Sales asks for 5 different vertical-specific features in a quarter. Product roadmap is constantly relitigated. This is symptomatic of an ICP that doesn't filter market signal.

Pattern 5: ICP doc older than 18 months

B2B markets shift; a 2-year-old ICP definition is almost certainly stale. Re-examine annually at minimum.

Pattern 6: win-back rate is poor

Customers who churn rarely come back. If win-back rate is below 5%, the original ICP fit may have been weak.

Pattern 7: founder-overrides

Founder routinely steps in to "save" deals that don't fit ICP. This signals the actual ICP is whatever the founder is defending, not what's documented.

The data-driven redefinition process

Step 1: pull the data

Build one spreadsheet with a row per customer (ideally last 24 months). Columns:

  • Industry
  • Company size (employees, revenue)
  • Geography
  • Tools-stack (technographic — what other software they use)
  • Plan tier
  • ARR
  • Sales cycle length
  • Days from MQL to closed
  • Source (inbound vs outbound vs partner vs referral)
  • Sales rep
  • 12-month retention status (renewed, churned, expanded)
  • 24-month retention status
  • Expansion ratio (current ARR / starting ARR)
  • NPS (most recent)
  • Support tickets (volume per month)
  • Implementation time

Aim for 100+ rows minimum; below that the patterns are too noisy.

Step 2: identify "best customer" patterns

Sort by a composite score: retention + expansion + NPS + low support volume + short sales cycle. Take the top 20%. Look for common features:

  • Industry concentration in top 20%?
  • Size band concentration?
  • Tool-stack pattern?
  • Source pattern?

Step 3: identify "worst customer" patterns

Same exercise on bottom 20%. Look for common features:

  • Sub-segments where retention is structurally bad
  • Sources that bring poor-fit customers
  • Sizes / industries that don't extend
  • Implementation-time outliers
  • High-support outliers

Step 4: contrast and pattern-match

  • What's strongly present in best customers and absent in worst?
  • What's strongly present in worst and absent in best?
  • Which 1-3 firmographic / technographic / behavioral features predict best-vs-worst most strongly?

This typically reveals 1-3 sharp dimensions:

  • "Best customers all have a CS team of 5+; worst customers have CS team of \x3C3."
  • "Best customers are all on Salesforce; we never retain HubSpot-only accounts."
  • "Best customers came via partner referral; outbound-sourced rarely retain."
  • "Best customers are 100-500 employees; under 50 churn fast, over 1000 don't expand."

Step 5: draft the new ICP

Write a 1-2 paragraph definition:

  • Firmographic: size, industry, geo
  • Technographic: existing tools, infrastructure
  • Behavioral: how they buy (inbound interest, partner-introduced, etc.)
  • Psychographic: motivation / trigger
  • Stage: where in their growth journey

Make it concrete enough to score a lead against.

Step 6: pressure-test the new ICP

Three tests:

The "are these still my ICP after PMF" test: Look at the customers you've recently lost. Were they your old-ICP definition? If yes, the old definition was wrong. Were they not your new-ICP definition? If yes, the new definition is correctly tighter.

The "100 of these vs 10 random" test: Ask the team: "If I could give you 100 customers matching this new ICP for free, or 10 random customers, which would you take?" If 100 of the new ICP doesn't sound dramatically more valuable than 10 random — the ICP isn't tight enough.

The "60-second recite" test: Have a salesperson read the ICP doc, then recite it back in 60 seconds without looking. If they can't, it's too long / too vague.

Dimensions of an ICP

Firmographic

  • Industry / vertical (specific, not "B2B")
  • Sub-vertical (specific, not "SaaS")
  • Company size (employee count, ARR / revenue)
  • Geography (NA, EMEA, APAC, specific countries)
  • Stage (early growth, mature, regulated, etc.)
  • Funding stage (relevant for SaaS-selling-to-startup dynamics)

Technographic

  • Existing tools they use (CRM, marketing automation, dev tools, etc.)
  • Infrastructure (cloud, on-prem, hybrid)
  • Tech-stack maturity (modern stack vs legacy)
  • Data maturity (data warehouse, BI tool, etc.)

Behavioral

  • How they buy (inbound, outbound-receptive, referral-driven, RFP-driven)
  • Decision-making structure (single buyer, committee of 3, full RFP)
  • Sales cycle expectations (typical for them — fast, medium, slow)
  • Buying triggers (regulatory, competitive, leadership change, growth-driven)

Psychographic

  • Buyer beliefs ("we should build vs buy", "we believe in best-of-breed vs suite")
  • Risk profile (early adopter, mainstream, late majority)
  • Strategic priorities (growth vs efficiency vs compliance)

The strongest ICPs are specific on at least 2 dimensions in each category.

Three common ICP-redefinition outcomes

1. Narrowing to a sub-segment

Old ICP: "B2B SaaS companies, $5-$100M ARR." New ICP: "Vertical SaaS companies, $10-$50M ARR, in financial-services or healthcare, with 50-300 employees, currently using Salesforce + Zendesk."

Common when: the data shows clear best-customer concentration in a sub-segment.

Implications: shrink TAM definition, sharpen marketing, retire some sales motions.

2. Expanding to an adjacent segment

Old ICP: "Series A-B SaaS startups." New ICP: "Series A-B SaaS startups OR Mid-market SaaS companies undergoing digital transformation, both with 50-500 employees."

Common when: data shows strong fit in adjacent segment that wasn't being explicitly targeted.

Implications: build a parallel sales motion, develop adjacent-segment messaging, watch for ICP-conflict in resourcing.

3. Splitting into two ICPs for two products

Old ICP: one for the "platform." New ICP: one for product A (smaller, self-serve) and one for product B (larger, enterprise sales-led).

Common when: the company has organically grown two product lines that serve different segments.

Implications: rethink go-to-market structure, possibly separate sales teams, separate roadmaps, separate marketing motions.

4. Abandoning a previously-prioritized segment

Old ICP: "All SMB and mid-market B2B SaaS." New ICP: "Mid-market only, $10-$50M ARR."

Common when: SMB segment is fundamentally unprofitable (high CAC, low LTV, fast churn).

Implications: stop new SMB acquisition; manage existing SMB book; redirect sales to mid-market.

This is the hardest version emotionally — it means firing customers (effectively) and reducing top-of-funnel volume in the short term for long-term efficiency.

The rollout

Sales-team retraining (week 1-4)

  • Internal kickoff: leadership presents the data + new ICP + reasoning.
  • Sales playbook revision: discovery questions, qualification criteria, pricing logic.
  • Lead-scoring revision: feed the new ICP definition into the lead-scoring model.
  • Pipeline cleanup: review existing pipeline against new ICP; explicitly disqualify deals that don't fit (with manager support).
  • Comp-plan adjustment: if reps were paid on volume regardless of fit, adjust to weight toward ICP-fit.

Marketing-collateral revamp (week 2-8)

  • Website / homepage / landing pages: re-targeted to new ICP language.
  • Case studies: highlight new-ICP customer wins.
  • Demand gen: re-target paid channels, content topics, partner programs.
  • ABM list rebuild against new ICP.
  • SDR scripts and outbound sequences updated.

Product-roadmap re-prioritization (week 4-12)

  • Stack-rank current roadmap by ICP value.
  • Defer or de-prioritize items only valuable to non-ICP segments.
  • Add items specifically valuable to new ICP (often surfaced from CAB, customer research, or competitive analysis).

CS rebalancing (week 4-8)

  • Existing book: how much is non-ICP? Decision: keep, manage to renewal-only, or actively wind down.
  • Coverage: prioritize CS time on new-ICP accounts.
  • Onboarding: redesign for new-ICP fit.
  • Renewal forecasting: re-score the book by new-ICP fit; expect lower renewal rate from out-of-ICP cohort.

Communication

Be honest with customers. If you're abandoning a segment:

  • Don't surprise them. Communicate well in advance.
  • Honor existing contracts.
  • Help them transition (via partner referral, transition support).
  • Don't pretend it's a "platform evolution" when it's a strategy change.

Be honest with employees. If a portion of the org has been working on a now-deprioritized segment:

  • Explain the decision and the data.
  • Re-direct or transition team members.
  • Avoid pretending nothing has changed.

Be honest with investors. The ICP-redefinition is a strategic lever:

  • Frame as: "We've found a tighter definition where we win more, retain more, expand more."
  • Show the data.
  • Update the GTM narrative for the next round.

Anti-patterns

  • ICP defined by aspiration, not data. "We want to be enterprise" without enterprise wins to justify it.
  • ICP defined by largest customers. A few outlier whales don't represent the modal customer.
  • ICP defined by founder's network. Founder closes friends-of-friends; ICP encodes founder's bubble.
  • ICP that's never updated. Markets shift; ICPs need refresh annually.
  • Two ICPs without two motions. If you have two ICPs, you usually need two go-to-market structures; trying to serve both with one motion fails both.
  • Sales-team disagreement after redefinition. Means rollout is incomplete; revisit communication and training.
  • Marketing-led ICP that sales rejects. ICP must be co-developed with sales or it won't operationalize.

Workflow

  • Week 1-2: Pull customer data. Run cohort analysis. Identify best vs worst patterns.
  • Week 2-3: Draft new ICP. Pressure-test with leadership and 5 reps independently.
  • Week 3-4: Stakeholder alignment (CEO, CRO, CCO, CMO, CPO). Lock the new ICP.
  • Week 4-8: Rollout — sales retraining, marketing revamp, lead scoring revision.
  • Week 8-12: Product roadmap re-prioritization, CS rebalancing.
  • Month 4-6: First cohort metrics on new ICP — sales cycle, win rate, retention proxies.
  • Month 6-12: Full validation: NRR / GRR cohort comparison new-ICP vs prior-ICP.

Integration with other coaches

  • nrr-recovery-coach: if NRR decline is the trigger for ICP redefinition.
  • b2b-saas-pricing-coach: ICP and pricing are deeply linked; redefining one often demands the other.
  • expansion-revenue-coach: new ICP must support land-and-expand motion.
  • b2b-customer-advisory-board-coach: CAB members from the new-ICP segment validate the redefinition.
  • enterprise-sales-coach: if redefining moves you upmarket.

ICP redefinition is a 6-12 month strategic project. Don't rush it. Don't half-do it. Don't redefine without data. The cost of getting it wrong is years; the cost of getting it right is one quarter of disciplined work.

Usage Guidance
This skill appears safe to install based on the provided artifacts. Because it may involve discussing company strategy and customer-segment metrics, share aggregated or anonymized data where possible and avoid including confidential customer details unless necessary.
Capability Analysis
Type: OpenClaw Skill Name: icp-redefinition-coach Version: 1.0.0 The skill bundle is a purely informational coaching guide for B2B SaaS strategy regarding Ideal Customer Profile (ICP) redefinition. It contains only metadata and Markdown instructions (SKILL.md) with no executable code, shell commands, or network activity. There are no indicators of prompt injection, data exfiltration, or malicious intent.
Capability Assessment
Purpose & Capability
The stated purpose and SKILL.md content are coherent: coaching B2B SaaS leaders through ICP redefinition using business strategy concepts and segment-analysis prompts.
Instruction Scope
The instructions define when to engage and when not to engage, and do not show attempts to override user intent, force tool use, or expand beyond coaching.
Install Mechanism
There is no install spec, no required binaries, no required environment variables, and no code files.
Credentials
The skill does not request local file access, network access, shell execution, external services, or credentials. It may discuss internal business metrics, but the artifacts do not show automatic collection or storage.
Persistence & Privilege
No persistence, background execution, privileged access, credential handling, or memory behavior is shown in the provided artifacts.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install icp-redefinition-coach
  3. After installation, invoke the skill by name or use /icp-redefinition-coach
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of icp-redefinition-coach. - Guides B2B SaaS leaders through redefining their Ideal Customer Profile (ICP) when the current ICP is too broad, outdated, or disconnected from actual customers. - Covers clear criteria and symptoms indicating when ICP redefinition is needed, such as retention divergence, sales-team disagreement, or aging ICP documents. - Outlines a structured, data-driven process for identifying strong and weak customer segments, including detailed cohort and segment analysis. - Explains the difference between ICP, buyer persona, target market, and TAM, helping teams avoid common misconceptions. - Provides concrete rollout steps and addresses typical outcomes of an ICP-redefinition process, such as narrowing focus or splitting ICPs.
Metadata
Slug icp-redefinition-coach
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Icp Redefinition Coach?

Coach a B2B SaaS founder, CEO, CRO, or product leader through redefining their Ideal Customer Profile (ICP) — when the existing definition is too broad, too... It is an AI Agent Skill for Claude Code / OpenClaw, with 36 downloads so far.

How do I install Icp Redefinition Coach?

Run "/install icp-redefinition-coach" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Icp Redefinition Coach free?

Yes, Icp Redefinition Coach is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Icp Redefinition Coach support?

Icp Redefinition Coach is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Icp Redefinition Coach?

It is built and maintained by charlie-morrison (@charlie-morrison); the current version is v1.0.0.

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