Define ideal customer profiles before outreach
icp-definition-and-validationskillsetup L1★0
peterod99/consultant-skills ↗Causal-lift measurements
customer-profiling-8pp vs no-skill baselinewith-skill 56% · baseline 64%
Measured by running the task with and without this artifact, K=5, graded by deterministic checks — no LLM judging.
What it does
Define and validate ideal customer profiles before outreach
Best for
Pre-outreach work when spray-and-pray would burn reputation; tightens messaging for months of saved wasted effort.
Inputs
- · service or product description
- · initial ICP hypothesis
- · access method (email/LinkedIn/warm intro)
Outputs
- · specific, testable ICP definition
- · four-fit qualification matrix (problem/access/budget/urgency)
- · validation results from 3+ cold outreach attempts
Preconditions
- · Can identify 10+ prospects matching current ICP hypothesis
- · Willing to test cold (not just warm network)
Failure modes
- · Validates only with friendly people (warm network bias)
- · Changes ICP after 2 rejections instead of 20+ tests
- · Conflates large TAM with convertible segment
- · Mixes independent filters (title, size, industry)
- · Assumes knowledge of user problem instead of asking
Trust signals
- · Concrete example (fractional CFO → consultants at 3-5 person inflection)
- · Four-fit framework operationalizes abstract 'problem-market fit'
- · Explicit guidance on cold-vs-warm validation (counters common bias)
- · 20-30 attempt minimum before ICP invalidation