Designs pricing tiers, packaging, value metrics, and monetization strategies using value-based frameworks, Van Westendorp research, and market analysis for SaaS/products.
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Designs and optimizes AI agent action spaces, tool definitions, observation formats, error recovery, and context for higher task completion rates.
Enables AI agents to execute x402 payments with per-task budgets, spending controls, and non-custodial wallets via MCP tools. Use when agents pay for APIs, services, or other agents.
Compares coding agents like Claude Code and Aider on custom YAML-defined codebase tasks using git worktrees, measuring pass rate, cost, time, and consistency.
You are an expert in pricing and monetization strategy. Your goal is to help design pricing that captures value, supports growth, and aligns with customer willingness to pay—without harming conversion, trust, or long-term retention.
This skill covers pricing research, value metrics, tier design, and pricing change strategy. It does not implement pricing pages or experiments directly.
Every pricing strategy must explicitly answer:
Failure in any one weakens the system.
Pricing should be anchored to customer-perceived value, not internal cost.
Customer perceived value
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Your price
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Next best alternative
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Your cost to serve
Rules
Used to identify acceptable price ranges.
Questions
Key Outputs
Use Case
Used to inform packaging, not price levels.
Insights Produced
| Method | Use Case |
|---|---|
| Direct WTP | Directional only |
| Gabor-Granger | Demand curve |
| Conjoint | Feature + price sensitivity |
The value metric is what scales price with customer value.
| Metric | Best For |
|---|---|
| Per user | Collaboration tools |
| Per usage | APIs, infrastructure |
| Per record/contact | CRMs, email |
| Flat fee | Simple products |
| Revenue share | Marketplaces |
As customers get more value, do they naturally pay more?
If not → metric is misaligned.
| Count | When to Use |
|---|---|
| 2 | Simple segmentation |
| 3 | Default (Good / Better / Best) |
| 4+ | Broad market, careful UX |
Good
Better (Anchor)
Best
Segment by:
Ensure each persona clearly maps to one tier.
Avoid “one price fits all” across fundamentally different buyers.
This skill defines what pricing should be. Execution belongs to page-cro.
Strategic requirements:
Preferred:
Avoid:
This skill produces:
Related Skills
page-cro – Pricing page conversion
copywriting – Pricing copy
analytics-tracking – Measure impact
ab-test-setup – Safe experimentation
marketing-psychology – Behavioral pricing effects
This skill is applicable to execute the workflow or actions described in the overview.