A comprehensive automation tool for optimizing Amazon product listings through keyword research, title restructuring, and AI-driven image generation.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install amz-product-optimizer
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 amz-product-optimizer 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 Product Optimizer?
The Amazon Product Optimizer is a powerful tool designed for Openclaw Skills users to streamline the entire Amazon listing lifecycle. It automates the extraction of trending keywords, refines product titles using proven e-commerce frameworks, and generates high-conversion scene-based images. This skill is essential for cross-border e-commerce teams looking to maintain a competitive edge without manual overhead.
By integrating this skill into your workflow, you leverage Openclaw Skills to handle data-heavy tasks like market research and asset creation. It ensures that every listing adheres to a high-standard structure, reducing the time spent on manual edits while maximizing the potential for organic traffic and sales conversion.
Amazon Product Optimizer Use Cases
- Bulk optimization of existing Amazon product listings to improve search visibility and sales.
- High-speed market research for specific niches using the specialized keyword-only extraction mode.
- Automated generation of detail images for new product launches using scene-based AI prompts.
- Daily monitoring of click-through rates (CTR) to identify and flag underperforming listings automatically.
- Standardizing product titles across large catalogs to ensure brand consistency and SEO compliance.
How Amazon Product Optimizer Works
- The system scrapes top-tier keywords for the specific product niche to ensure maximum visibility within Openclaw Skills search parameters.
- It ingests product data from local JSON or CSV files to identify listings requiring optimization.
- Titles are reconstructed using a specialized structure: [Brand] + [Core Keyword] + [Feature] + [Spec].
- Five scene-based detail images are generated via Taobao MCP to enhance listing conversion rates.
- The updated data, including new titles and image URLs, is written back to the source product file.
- Optional daily CTR monitoring flags listings that fall below a 5% performance threshold for immediate attention.
Amazon Product Optimizer Setup
To install and configure this tool within the Openclaw Skills environment, follow these steps:
# Navigate to your skills directory
cd skills
# Clone or download the amz-product-optimizer files
git clone https://github.com/simoncai519/open-accio-skill.git
# Ensure your product_file (JSON or CSV) is accessible in the specified path
# Verify your environment supports the required MCP integrations for image generation
Amazon Product Optimizer Data Schema & Taxonomy
The tool maintains a structured approach to data management within the Openclaw Skills framework to ensure portability and clarity.
| Attribute | Type | Description |
|---|---|---|
keyword |
String | The target niche or product category (e.g., "cat food") |
product_file |
String | Path to the JSON or CSV containing product records |
mode |
String | Execution scope: full, keywords_only, optimize_names, etc. |
CTR Threshold |
Float | Performance benchmark for monitoring, typically 5.0% |
Amazon Product Optimizer Advanced Features
- Full end-to-end pipeline automation for high-volume seller accounts using the full execution mode.
- Customizable execution modes to isolate specific tasks like market research or title refreshes without running the full suite.
- Intelligent title generation that prevents keyword stuffing while adhering to strict Amazon SEO best practices.
- Scene-based AI image prompts designed to maximize listing conversion rates through contextual visualization.
- Automated health checks and performance flagging via scheduled daily CTR monitoring scripts.
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