Produces a completed Ansoff growth-share matrix analysis with growth strategy selection, risk assessment, and implementation recommendations.
SkillScore77Maintained
Automatic
◆Product Management pack
Last verified 9/19/2026
What it changes
Passed 17 of 22 test cases with the skill, and 15 of 22 without it.
Without skill68%
With skill77%
Checks it passed that the model alone missed
Demonstrates that market penetration alone cannot achieve the $18M ARR target.
Prioritizes Market Development or Product Development above Market Penetration.
Classifies the retail payroll proposal as unrelated diversification with an estimated failure rate of 50-70%.
3 fixed14 passed either way4 still failing1 broke
Pass-rate lift
+9 pp
Tokens
+315%
Agent turns
0%
Response time
+34%
Model gemini-3.6-flashMeasured 9/19/2026v117 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 3
Prompt
We are an enterprise logistics SaaS company with $15M ARR and $4M in available capital, growing at 25% YoY. Our board wants us to launch an AI-driven HR payroll tool for retail stores—a completely new product for a brand new market segment. Provide a strategic evaluation of this proposal including explicit risk rates.
What was checked, without and with the skill
Checked
Without skill
With skill
Classifies the retail payroll proposal as unrelated diversification with an estimated failure rate of 50-70%.
Missed
Passed
Recommends against diversification while existing core market growth remains positive.
Passed
Passed
case-09 · gemini-3.6-flash · 9/19/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md462 linessingle file
Ansoff Matrix
When to Use
Use this skill when:
The user asks how a business should grow and needs a structured framework to evaluate directional options -- "should we expand to new markets or build new products for existing customers?"
The user's business has hit a growth plateau in its current market and needs to identify the next growth lever -- typically signaled by YoY growth rates declining by more than 30% of their prior rate
The user is preparing a board presentation, investor deck, or strategic planning session and needs to justify a growth direction with risk-rated alternatives
The user explicitly mentions choosing between market penetration, market development, product development, or diversification
The user wants to sequence growth initiatives over a 12-24 month horizon and needs a framework to prioritize competing opportunities with different risk profiles
The user is a founder, CEO, or strategy leader stress-testing whether they are pursuing the right growth path given resource constraints
The user has a specific revenue or market share target and needs to evaluate whether organic strategies can realistically achieve it
Do NOT use when:
The user needs to classify an existing product portfolio by market growth and relative market share -- use bcg-matrix instead, which maps cash generation vs. investment need across a portfolio
The user needs a competitive landscape analysis identifying rivals, their positioning, and differentiation gaps -- use competitive-analysis instead
The user has already selected a growth strategy and needs a detailed go-to-market plan with channel strategy, pricing, and launch sequencing -- use go-to-market-strategy instead
The user is evaluating an M&A target or acquisition strategy as a growth mechanism -- Ansoff can frame the strategic rationale, but deal analysis requires a separate financial modeling skill
The user is asking about operational efficiency, cost structure, or margin improvement -- growth strategy direction is a different problem from operational performance
The user wants a full business plan -- the Ansoff matrix is one input into a business plan, not a substitute for it
Process
Step 1: Gather Required Inputs Before Producing Any Analysis
Do not produce the matrix until you have the following inputs. If any are missing, ask for them explicitly. Vague inputs produce useless Ansoff analyses.
Current revenue and growth rate: Ask for current ARR/revenue and the growth rate for the past 1-2 years. A deceleration from 60% to 20% YoY is a qualitatively different situation than growth that has always been 15%. Declining growth rates signal penetration ceiling; steady low growth may signal execution gaps.
Core product or service description: Understand exactly what the company sells -- not the category ("software") but the specific value delivered ("predictive churn scoring for subscription businesses"). The specificity matters when evaluating what counts as "new" versus "existing" product.
Current markets served: Capture geography (US only? EU? global?), customer segment (SMB, mid-market, enterprise?), and industry vertical. A company serving "SMB e-commerce in the US" has very different adjacency options than one serving "enterprise logistics in North America."
Total Addressable Market (TAM) and current penetration estimate: Even a rough estimate matters. If the company has 2% penetration in a $500M TAM, penetration is viable. If it has 40% penetration, the ceiling is near and development strategies must be prioritized.
Growth target with timeline: Revenue goal, market share goal, or customer count goal -- with a specific deadline. Vague targets ("we want to grow") produce vague recommendations. A 3x revenue target in 24 months has very different implications than 20% growth in 12 months.
Available resources: Budget available for growth initiatives, team headcount that could be deployed, and critical capability strengths (sales-led? product-led? distribution partnerships?). The best strategy on paper is worthless if the company cannot execute it.
Risk tolerance: Conservative (protect existing revenue, limit downside), moderate (accept 18-24 month payback on investments, tolerate failed experiments below a threshold), or aggressive (willing to bet the company on a new direction, accept high short-term losses for long-term position).
Step 2: Estimate Market Penetration Ceiling
Before evaluating all four quadrants, establish the penetration ceiling -- the maximum realistic revenue achievable by growing within existing markets with existing products. This anchors the entire analysis.