Business Model Principles
Scannednpx machina-cli add skill bofrese/bob/business-model --openclawBusiness Model Principles
Compact reference for business model thinking, value proposition, and unit economics. Apply when working on monetization, pricing, or business strategy.
Core Truth
Value creation before value capture. First, create immense value for customers. Then, capture a fair portion. Get order wrong = no business model saves you.
The Value Equation
Value = (Dream Outcome × Perceived Likelihood) ÷ (Time Delay × Effort)
Maximize numerator, minimize denominator.
- Dream Outcome: Specific result customer wants. "Save 2h/week" > "be productive"
- Perceived Likelihood: Why they'll believe it works. Proof: testimonials, guarantees, case studies
- Time Delay: How fast they get results. Immediate wins build trust
- Effort & Sacrifice: How easy to use/adopt. Lower friction = higher value
Revenue Model Patterns
| Model | Best When | Metrics | Pros/Cons |
|---|---|---|---|
| Subscription | Ongoing value, high retention | MRR/ARR, churn, LTV | Predictable revenue / Churn kills |
| Transaction | Value tied to transactions | Volume, take rate, GMV | Aligns with success / Revenue volatility |
| Freemium | Low marginal cost, viral | Free→paid conversion | Fast acquisition / Most never pay |
| Usage-Based | Value scales with usage | Units consumed, $/unit | Flexible, aligns value / Unpredictable |
| One-Time | Fixed value, no ongoing service | CAC, conversion | Upfront cash / Must keep acquiring |
| Marketplace | Connect buyers/sellers | Take rate, GMV, liquidity | Network effects / Chicken-egg problem |
| Hybrid | Strategic combination | Combined | Best of both / More complex |
Choose model that aligns with value delivery.
Unit Economics
Math must work at individual customer level.
Critical Metrics
CAC (Customer Acquisition Cost)
- Marketing + sales spend ÷ new customers
- Include: ads, salaries, tools
LTV (Lifetime Value)
- ARPU × gross margin ÷ churn rate
- Or: avg revenue per customer × gross margin × lifespan
LTV:CAC Ratio
- Target: > 3:1
- Minimum: > 1:1
- Ideal: 4:1 to 5:1
Payback Period
- Time to recover CAC
- Target: < 12 months
- Ideal: < 6 months
Gross Margin
- Revenue - COGS
- SaaS: > 70%
- Marketplace: > 40%
- Physical: > 30%
Brutal truth: LTV:CAC < 3:1 = no business, just expensive hobby.
Pricing Strategy
Pricing = positioning. Signals value and selects customers.
Pricing Psychology
Anchor high: First number = reference point. Show expensive option first.
Good/Better/Best: 3 tiers. Most choose middle. Top makes middle feel reasonable.
Value-based: Price on value delivered, not cost incurred. "What's worth to them?" not "What costs us?"
Decoy effect: Slightly worse option at similar price makes better option look like steal.
Common Mistakes
- Too low: Signals low value, attracts churners, breaks unit economics
- "Competitive": Assumes you're same as competitors (you're not), race to bottom
- Cost-plus: Ignores value perception, leaves money on table
The test: "Would I pay this for this value?" If you hesitate, value unclear or price wrong.
Business Model Canvas (Compact)
Value Proposition: What value for whom? Why them?
Customer Segments: Distinct groups served
Revenue Streams: How money flows (subscription, transaction, etc.)
Cost Structure: Fixed and variable costs
Key Activities: What must you do to deliver value?
Key Resources: Essential assets (team, IP, infrastructure)
Channels: How customers discover and buy
Customer Relationships: Acquire, retain, grow
Key Partnerships: Who helps deliver value?
Validation Questions
- LTV:CAC > 3:1?
- Payback < 12 months?
- Gross margin > 40%?
- Customers get value before we capture revenue?
- Revenue grows as customer success grows?
- Defensible moat (network effects, IP, brand, switching costs)?
- Can sustain margins if competitors enter?
- Have resources to support this model?
- Understand customer acquisition motion?
Red Flags
"Monetization later" → No. Business model = core strategy, not afterthought.
"Make it up on volume" → If unit economics broken, volume makes problem bigger.
"Everyone will pay" → Most won't. Design for who actually pays.
"Just reduce churn" → If LTV fundamentally low, churn isn't problem—product is.
Key Insight
Best business models create virtuous cycle: Customer success → revenue → reinvestment → more success.
If model doesn't align incentives (you win when customers win), it's fragile.
Source
git clone https://github.com/bofrese/bob/blob/master/skills/business-model/SKILL.mdView on GitHub Overview
Compact reference for business model thinking, value proposition, and unit economics. Use it when working on monetization, pricing, or business strategy to design models and optimize profitability.
How This Skill Works
Start from the Core Truth: create customer value before capturing value. Use the Value Equation to quantify benefits and trade-offs, guiding model selection. Tie it to unit economics (CAC, LTV, payback) and a value-based pricing approach, often mapped in a compact Business Model Canvas.
When to Use It
- Planning monetization strategy for a new product or feature
- Reassessing pricing tiers or adopting value-based pricing
- Designing revenue models (subscription, usage, marketplace, etc.) for a platform
- Analyzing unit economics to improve profitability (CAC, LTV, payback)
- Preparing a Business Model Canvas to communicate strategy and alignment
Quick Start
- Step 1: Clarify the Dream Outcome and estimate Perceived Likelihood, Time Delay, and Effort for your target customers
- Step 2: Pick a Revenue Model Pattern (subscription, usage, transaction, freemium, etc.) that aligns with the value provided
- Step 3: Calculate key metrics (CAC, LTV, payback) and set price using value-based pricing and tiered options
Best Practices
- Prioritize value creation for customers before configuring revenue capture
- Apply the Value Equation (Dream Outcome, Perceived Likelihood, Time Delay, Effort) to quantify value
- Choose revenue models that directly reflect how customers receive value
- Track unit economics: CAC, LTV, LTV:CAC ratio, and payback period
- Price using value-based reasoning, with anchor pricing and tiered options; test willingness to pay
Example Use Cases
- SaaS app uses a subscription model with emphasis on churn tracking and ARPU optimization
- Marketplace platform combines take rates with seller subscriptions for liquidity and reliability
- Freemium tool converts free users to paid upgrades via value-based prompts
- API service adopts usage-based pricing to align charges with actual consumption
- Physical product business sells a one-time item with strategic upsell opportunities
