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Get Started Free →Map evidence-backed growth options across the Ansoff Matrix with risk-rated sequencing. Use when the question is where the next tranche of growth comes from, and at what risk.
.claude/skills/deanpeters-ansoff-matrix/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-08 | ✗→✓ | ▲ Improved | 177% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 43% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 117% | 0% |
| case-01 | ✗→✓ | ▲ Improved | 33% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 70% | 0% |
Map a company's growth options across the Ansoff Matrix with evidence per quadrant: use or gather evidence → four quadrants with signals → risk-rated sequence → next-step options. The four quadrants — market penetration, market development, product development, diversification — organize one question: where does the next tranche of growth come from, and at what risk? This is a research instrument, not wishful whiteboarding: every candidate move must answer "what documented signal says this demand exists?" And the close is a sequence, because growth options compound — penetration funds development, and diversification bets the funding.
Works best with: the company or product line seeking growth, its current core (who is served, with what, at what scale — the matrix's axes are defined relative to it), and the growth outcome and horizon on the table. Also useful: constraints (capital, capability, risk appetite), and any research in session — a landscape scan, five-forces read, or company-intel output lets the matrix organize evidence instead of gathering it.
Input supplied inline with the invocation — text after the skill name, a pasted context dump, or an appended ARGUMENTS: line — counts as answers already given. Use it against the question budget; don't re-ask.
Arriving empty-handed? That works too. The skill opens with at most 3 questions (core, outcome and horizon, constraints) and proceeds on labeled assumptions if they go unanswered.
Example invocation: Ansoff growth options for our field-service product line — core: dispatch software for mid-market HVAC firms, US. Outcome: +40% ARR in 24 months. Constraint: no acquisitions.
autonomous-investigationcontract — question budget of 3, search-plan gate, Fact/Inference/Assumption labels, Just Enough Mode (2-3 moves per quadrant), stable schema, 4-option Final Step.
existing vs. new markets. Penetration (existing/existing) is the lowest-risk quadrant; diversification (new/new) the highest, because it abandons both anchors of proven demand at once.
diversification. A diversification move rated "low risk" needs extraordinary evidence — and the gradient teaches why diversification proposals deserve the heaviest evidence burden and usually arrive with the lightest.
expressed demand (voice-of-customer-miner themes), competitor precedent, capability evidence. An empty diversification quadrant is an acceptable answer; an invented one is not.
organic-growth-advisor is the Interactive sibling that diagnoses your growth constraint through questions (its Growth Path Matrix shares Ansoff's axes); this skill researches the evidence for each quadrant's options. Diagnose there, evidence here — they pair deliberately.
feature-investment-advisor for a single build decision); no growth mandate or capacity — an options map without an owner is a poster.
sizing matters, flag it for tam-sam-som-calculator rather than guessing.
→ the matrix organizes it; search only gaps.
(segment data, expressed demand, competitor precedents, capability signals), source types, fact/inference separation. Continue unless revised.
~~~markdown
As-of date: | Current core: | Growth outcome sought:
~~~
A copy/paste fill-in version of this schema, with quality checks, lives in template.md.
tam-sam-som-calculator) (Recommended)opportunity-solution-tree)Accept 1, 2, 3, 4, 1 and 2, Verbose Mode, or a custom path.
A quadrant entry earning its place (fictional):
> ## 2. Market Development > - Adjacent trade: plumbing contractors, same size band — signal: plumbing firms appear > unprompted in 14% of our category's review-site mentions asking "does this work for plumbing?" — > Fact (review threads, URLs]); the two incumbents serving plumbing both gate scheduling > behind enterprise tiers — Fact (pricing pages]) — risk: medium — demand signal is real > but second-hand; sales motion transfers, integrations don't fully.
The sequence close doing its job:
> - First: win-back campaign into the churned-but-reachable base (penetration) — strongest > evidence, funds everything else, 1-quarter payback > - Then: plumbing-contractor entry (market development) — de-risked by the penetration win's > cash and case studies > - Not yet: the IoT hardware bundle (diversification) — one analyst mention and founder > enthusiasm is not extraordinary evidence > - The assumption that breaks this sequence: churned customers left for fixable reasons; if > win-loss shows they left the category, penetration is a dead first move and development leads.
See examples/sample.md for a complete worked matrix (fictional FSM-software market) with an honestly empty diversification quadrant and a sequence whose breaking assumption is named. examples/sample-industrial.md shows the opposite lesson: a populated diversification quadrant whose entry fails the evidence bar in writing.
says this demand exists?" or it doesn't ship — that single rule converts Ansoff from wall art into an instrument.
the framework's whole teaching: new product and new market means both anchors are gone.
quadrant is a finding; a padded one is a liability with a deadline.
assumption. Growth options compound — order is the strategy.
sizing to the TAM/SAM/SOM calculator, where the math shows its work.
organic-growth-advisor (Interactive) — the coachingsibling: diagnoses which growth path fits your constraint; this skill evidences the options
autonomous-investigation (Workflow) — the governing protocolintelligence-collection-disciplines (Component) — signal sources per quadrantporters-five-forces (Workflow) — the profit-pool read that feeds this analysistam-sam-som-calculator (Component) — sizes the movesvoice-of-customer-miner (Workflow) — expressed-demand signals for product developmentopportunity-solution-tree (Interactive) — structures the first move's executionmarket-intelligence/ansoff-matrix-prompt.md in thehttps://github.com/deanpeters/product-manager-prompts repo.
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-17 | pass→pass | 14,045 | 15,483 | +10% | 1 | 1 | 0% | 2,310 | 5,043 | +118% | 0 | 0 | — |
case-08 | fail→pass | 12,207 | 17,543 | +44% | 1 | 1 | 0% | 2,093 | 5,789 | +177% | 0 | 0 | — |
case-09 | pass→pass | 17,522 | 7,537 | -57% | 1 | 1 | 0% | 3,018 | 3,719 | +23% | 0 | 0 | — |
case-10 | pass→pass | 13,748 | 16,636 | +21% | 1 | 1 | 0% | 2,294 | 5,223 | +128% | 0 | 0 | — |
case-11 | pass→pass | 13,008 | 7,357 | -43% | 1 | 1 | 0% | 2,033 | 3,683 | +81% | 0 | 0 | — |
case-03 | fail→pass | 22,556 | 16,444 | -27% | 1 | 1 | 0% | 3,765 | 5,369 | +43% | 0 | 0 | — |
case-04 | pass→pass | 6,228 | 10,630 | +71% | 1 | 1 | 0% | 1,089 | 4,267 | +292% | 0 | 0 | — |
case-05 | pass→pass | 9,746 | 14,437 | +48% | 1 | 1 | 0% | 1,928 | 5,529 | +187% | 0 | 0 | — |
case-06 | pass→pass | 4,530 | 6,121 | +35% | 1 | 1 | 0% | 704 | 3,458 | +391% | 0 | 0 | — |
case-07 | fail→pass | 7,491 | 3,173 | -58% | 1 | 1 | 0% | 1,377 | 2,988 | +117% | 0 | 0 | — |
case-01 | fail→pass | 23,187 | 16,129 | -30% | 1 | 1 | 0% | 4,041 | 5,393 | +33% | 0 | 0 | — |
case-02 | fail→pass | 20,051 | 17,548 | -12% | 1 | 1 | 0% | 3,357 | 5,720 | +70% | 0 | 0 | — |
case-12 | fail→pass | 11,693 | 18,203 | +56% | 1 | 1 | 0% | 1,909 | 5,649 | +196% | 0 | 0 | — |
case-13 | fail→pass | 11,873 | 5,400 | -55% | 1 | 1 | 0% | 1,793 | 3,455 | +93% | 0 | 0 | — |
case-14 | pass→pass | 19,283 | 16,260 | -16% | 1 | 1 | 0% | 3,043 | 5,059 | +66% | 0 | 0 | — |
case-15 | pass→pass | 12,055 | 15,609 | +29% | 1 | 1 | 0% | 1,988 | 5,195 | +161% | 0 | 0 | — |
case-16 | fail→pass | 10,516 | 3,153 | -70% | 1 | 1 | 0% | 1,900 | 3,086 | +62% | 0 | 0 | — |
case-18 | fail→pass | 12,809 | 13,564 | +6% | 1 | 1 | 0% | 2,067 | 4,935 | +139% | 0 | 0 | — |
case-19 | pass→pass | 15,007 | 12,128 | -19% | 1 | 1 | 0% | 2,472 | 4,510 | +82% | 0 | 0 | — |
case-20 | pass→pass | 9,920 | 11,661 | +18% | 1 | 1 | 0% | 1,683 | 4,449 | +164% | 0 | 0 | — |
case-21 | pass→pass | 19,135 | 16,899 | -12% | 1 | 1 | 0% | 3,189 | 5,298 | +66% | 0 | 0 | — |
case-22 | pass→pass | 9,789 | 11,234 | +15% | 1 | 1 | 0% | 1,924 | 4,340 | +126% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted. The headline lift of +41 percentage points is the difference between those two pass rates over the 22 comparable cases.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.