A strategic AI tool for generating high-converting ecommerce product bundles based on margin logic and customer intent.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install bundle-offer-generator
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 bundle-offer-generator 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 Bundle Offer Generator?
The Bundle Offer Generator is a professional-grade tool within the Openclaw Skills ecosystem designed to help ecommerce brands scale their Average Order Value (AOV) through logical product pairings. Rather than relying on arbitrary discounts that erode profits, this skill utilizes product mix analysis and margin logic to suggest bundles that align with actual customer intent. It transforms the complex process of offer creation into a data-driven workflow that ensures every package offered has a clear purchase justification.
By leveraging Openclaw Skills, businesses can move away from choice overload and toward structured tiered offerings. The tool evaluates the relationship between core products and accessories to design basic, advanced, and high-value bundles. This ensures that the generated marketing assets are not just about lower prices, but about providing a superior solution to the customer's specific needs while maintaining healthy business margins.
Bundle Offer Generator Use Cases
- Increasing Average Order Value (AOV) by encouraging multi-item purchases.
- Creating structured promotional tiers for holiday sales and marketing events.
- Designing entry-level and premium product packages to simplify the customer journey.
- Optimizing product combinations to clear specific inventory without sacrificing total margin.
How Bundle Offer Generator Works
- Analyze product lists and pricing data to identify natural usage sequences and pairings.
- Design a tiered offer structure including basic, advanced, and high-value premium options.
- Evaluate the profit margin for each combination to ensure discount thresholds are respected.
- Generate market-ready bundle names, positioning advice, and specific usage scenarios.
Bundle Offer Generator Setup
To integrate this capability into your ecommerce workflow, ensure you have the Openclaw Skills environment configured and then install the generator.
# Install the bundle generator skill
openclaw add bundle-offer-generator
# Provide your product and margin data for analysis
openclaw run bundle-offer-generator --data ./inventory-data.json
Bundle Offer Generator Data Schema & Taxonomy
The skill processes and organizes data based on the following taxonomy to ensure high-quality bundle generation:
| Component | Description | Data Type |
|---|---|---|
| Product Matrix | List of SKUs, base prices, and usage categories | Array |
| Margin Limits | Minimum acceptable profit percentage per bundle | Float |
| Intent Mapping | Target audience scenarios and purchasing triggers | String |
| Constraints | Inventory limits and platform-specific discounting rules | Object |
Bundle Offer Generator Advanced Features
- Real-time inventory-aware bundling to prioritize stock clearance for specific SKUs.
- Multi-agent support to collaborate with other Openclaw Skills for automated ad copy and product page generation.
- Dynamic margin risk alerts that flag bundles falling below profitability thresholds.
- Custom naming engines that generate localized and brand-consistent bundle titles.
SKILL.md
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