A scientific pricing assistant designed to replace guesswork with data-driven cost analysis and competitor benchmarking for Amazon sellers.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install amazon-pricing-intelligence
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install amazon-pricing-intelligence using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Amazon Pricing Intelligence?
Amazon Pricing Intelligence is a professional-grade analytical tool within the Openclaw Skills ecosystem, specifically engineered to help sellers move beyond intuitive pricing. It provides a robust framework for cost accounting, competitor price distribution analysis, and profit margin optimization across major markets including the US, UK, Germany, and Japan. By integrating this skill into your workflow, you ensure that every price adjustment is backed by technical truth rather than speculation.
The tool focuses on a core philosophy where scientific pricing is the sum of cost structures, peer references, situational triggers, and continuous optimization. As a specialized entry in the Openclaw Skills library, it empowers developers and Amazon operators to automate the calculation of break-even points, referral fees, and FBA storage costs, ensuring long-term sustainability in competitive niches.
Amazon Pricing Intelligence Use Cases
- Launching new products with a balanced cost-plus and market-reference pricing strategy.
- Evaluating the impact of competitor price wars and determining whether to follow or hold.
- Planning promotional pricing for high-traffic events like Prime Day, Black Friday, and Cyber Monday.
- Diagnosing low-profit ASINs to identify specific levers for margin improvement.
- Assessing the multi-market impact of exchange rate fluctuations on global pricing consistency.
How Amazon Pricing Intelligence Works
- Data Collection: The skill prompts for critical inputs including ASIN, cost of goods (COGS), shipping to warehouse, and current sales volume.
- Cost Decomposition: It breaks down the total revenue into COGS, platform fees (referral and FBA), marketing spend, and operational overhead.
- Break-even Analysis: Calculates the absolute minimum selling price by factoring in category-specific referral percentages and FBA fulfillment rates.
- Peer Benchmarking: Analyzes the market price distribution to identify the low, middle, and high-tier segments and your relative position.
- Strategy Recommendation: Suggests a specific pricing model (e.g., Penetration, Value-based, or Dynamic) tailored to the product's current lifecycle stage.
- Reporting: Generates a comprehensive Pricing Health Report with actionable next steps for the current week and month.
Amazon Pricing Intelligence Setup
To integrate this capability into your environment, follow these installation steps for Openclaw Skills.
# Install the Amazon Pricing Intelligence skill
openclaw install amazon-pricing-intelligence
# Initialize the pricing configuration for your target region
pricing config --market US
# Run your first comprehensive pricing analysis
pricing analyze
Amazon Pricing Intelligence Data Schema & Taxonomy
The skill organizes its output into a structured taxonomy that maps financial data to market performance metrics.
| Component | Description | Key Metadata |
|---|---|---|
| Cost Matrix | Detailed breakdown of COGS, FBA, and Referral fees | cost_structure |
| Profitability | Calculation of Gross Margin, Net Profit, and ACOS targets | profit_metrics |
| Market Tiers | Percentile-based price distribution of competitors | peer_benchmark |
| Strategy | The selected logic (e.g., Competitive, Bundling, or Value) | pricing_strategy |
| Action Plan | Time-bound tasks for price optimization | execution_roadmap |
Amazon Pricing Intelligence Advanced Features
- Multi-Market Currency Logic: Automatically applies exchange rate adjustments and local market fee structures for global sellers.
- Dynamic Promotion Stacking: Calculates the combined impact of Coupons, Prime Discounts, and Lightning Deals to prevent unintended margin erosion.
- Inventory-Price Linkage: Suggests price increases to slow down velocity during low-stock periods or decreases for liquidating overstock.
- Category-Specific Benchmarks: Provides built-in profit targets and ACOS standards for niches like 3C Electronics, Home, and Apparel.
- Automated ROI Forecasting: Projects the potential profit increase from specific optimization levers like weight reduction or packaging simplification.
SKILL.md
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