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Get Started Free →Narrow broad customer categories into specific, reachable who-where segments for customer discovery, positioning, traction tests, sales outreach, or SEO personas. Use when feedback is inconsistent, the market is too broad, personas are vague, users request too many different features, or the team does not know where to find target customers.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 16% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 29% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -10% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 2% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 2% | 0% |
Use this skill before customer conversations, traction tests, sales outreach, or persona work when the target customer is too broad to produce consistent evidence. A useful segment is a who-where pair: who has the problem and where the team can find them.
Primary source: The Mom Test by Rob Fitzpatrick, especially chapters 6-7. Guidance is paraphrased for this MIT repo; authoring notes used converted EPUB lines 2791-3610.
current workaround.
titles, search queries, partners, directories, or physical locations.
team fit.
Ask:
markdown# Customer Segment Slicing ## Broad Segment [Starting audience.] ## Candidate Slices | Segment | Problem or Goal | Where To Find Them | Current Behavior | Reachability | Value | Urgency | Consistency | Fit | |---------|-----------------|--------------------|------------------|--------------|-------|---------|-------------|-----| ## Recommended Starting Segment [One who-where pair.] ## Why This Segment - Strong shared motivation: - Easy access path: - Evidence to gather: - Risks: ## Next Conversations 1. [Person/source] 2. [Person/source] 3. [Person/source]
Use workflows/slice-customer-segment.md for a full segmentation pass.
further slicing.
buyers, or stakeholders.
Other measured skills in the registry, with their headline benchmark lift.