ai-marketing-skills/outbound-engine/references/icp-template.md
Alfred Claw a96d0d8889 Initial commit: 6 AI marketing skill categories
- growth-engine: Autonomous experiment engine (Karpathy autoresearch for marketing)
- sales-pipeline: RB2B router, deal resurrector, trigger prospector, ICP learner
- content-ops: Expert panel, quality gate, editorial brain, quote miner
- outbound-engine: Cold outbound optimizer, lead pipeline, competitive monitor
- seo-ops: Content attack briefs, GSC optimizer, trend scout
- finance-ops: CFO briefing, cost estimate, scenario modeler

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ICP Data Collection Template

Use this template when defining the Ideal Customer Profile. Collect all fields before writing copy.


ICP Definition

Client/Campaign: _______________ Date: _______________ Collected by: _______________


Target Titles

Who specifically receives these emails? List primary and secondary titles.

Primary titles (high intent):

  • e.g., VP of Marketing
  • e.g., Director of Demand Generation
  • e.g., Head of Growth

Secondary titles (acceptable, lower priority):

  • e.g., CMO (at smaller companies)
  • e.g., Marketing Manager (if company size <50)

Never target:

  • e.g., Coordinators, Interns, Assistants (unless specifically requested)

Target Industries / Verticals

Primary verticals: 1. 2. 3.

Secondary verticals (test, not primary): 1. 2.

Excluded verticals (anti-ICP):

  • e.g., Non-profits (budget constraints)
  • e.g., Government (procurement timelines)
  • e.g., [Specific vertical you can't serve]

Company Size

Employee count range:

  • Minimum: ___
  • Maximum: ___
  • Sweet spot: ___

Revenue range (if targeting by revenue):

  • Minimum ARR/Revenue: $___
  • Maximum: $___

Funding stage (if relevant):

  • e.g., Series A+
  • e.g., Bootstrapped >$5M revenue
  • e.g., PE-backed

Geographic Targeting

Primary markets:

  • e.g., US only
  • e.g., US + Canada
  • e.g., English-speaking markets

Excluded regions:

  • e.g., APAC (different sales motion)

Buying Signals / Trigger Events

What makes a company more likely to buy right now?

  • e.g., Recently hired a new VP Marketing (job posting signal)
  • e.g., Raised funding in last 6 months
  • e.g., Launched new product in last 90 days
  • e.g., Running paid search (visible via SpyFu/SemRush)
  • e.g., Job listings for [role] signal they need help

Anti-ICP (Explicit Exclusions)

Who should never receive these emails?

Company characteristics:

  • e.g., <10 employees (too small, no budget)
  • e.g., Bootstrapped and not scaling
  • e.g., Already a current client

Contact characteristics:

  • e.g., No verified email (bounce risk)
  • e.g., Missing firstName (won't personalize)
  • e.g., Opt-out list

Offer-to-ICP Fit

What's the primary offer?

  • Free audit
  • Free trial
  • Demo
  • Strategy call
  • Content/report download
  • Other: _______________

Why this offer for this ICP? (One sentence — if you can't answer this, the offer needs rethinking)


Known Objections

What does this ICP typically say no to?

How we address objections in copy: (Don't address all of them — pick the one that kills the most deals and neutralize it in Step 3 or 4)


Personalization Data Available

What data fields are available per lead?

  • firstName ✓ (required)
  • companyName ✓ (required)
  • personalization field — source: _______________
  • Industry
  • Employee count
  • LinkedIn URL
  • Other: _______________

Personalization source:

  • e.g., Clay enrichment
  • e.g., Apollo export
  • e.g., Manual research (for small lists)
  • e.g., None (template must work without it)

Notes / Special Instructions

Any other context the copywriter needs: