Amazon Product Optimizer (AMZ Product Optimizer)
Overview
Automate the complete Amazon product optimization pipeline: hot keyword extraction, title generation, detail image creation, and main‑image click‑through‑rate (CTR) monitoring. Suitable for sellers, product managers, and cross‑border e‑commerce teams.
Core Workflow
- Get Hot Keywords – Scrape top keywords for the target niche.
- Read Product Data – Load products from a local JSON/CSV file.
- Optimize Titles – Generate fluent titles using the standard structure
[Brand] + [Core Keyword] + [Feature] + [Spec]. - Generate Detail Images – Create five scene‑based images via Taobao MCP.
- Save Results – Update the product file with new titles and image URLs.
- CTR Monitoring (optional) – Schedule daily checks of main‑image CTR, flagging products below the 5 % threshold.
Execution Modes
| Mode | Description | Typical Use |
|---|---|---|
full |
Run the entire pipeline end‑to‑end. | First‑time bulk optimization |
keywords_only |
Retrieve hot keywords only. | Market research |
optimize_names |
Optimize product titles only. | When titles need refresh |
generate_images |
Produce detail images only. | After titles are final |
monitor |
Perform CTR monitoring only. | Daily health check |
Parameters
- keyword (string, required) – The niche or product category, e.g.
"cat food". - product_file (string, required) – Path to a JSON/CSV containing product records.
- mode (string, optional, default
"full") – One of the modes above.
Usage Examples
User: Optimize my cat food listings
Assistant: (mode: full, keyword: "cat food", product_file: "products.json")
User: Show me hot keywords for dog beds
Assistant: (mode: keywords_only, keyword: "dog bed")
User: Generate detail images for product ID 12345
Assistant: (mode: generate_images, product_file: "products.json", keyword: "cat food")
User: Monitor main‑image CTR daily
Assistant: (mode: monitor)
Reference Files
references/optimization-guide.md– Detailed strategies for title optimization, image prompts, and CTR thresholds.scripts/– Helper scripts for keyword scraping, title generation, image creation, and monitoring (may be added later).
Notes
- Titles must follow the standard structure and avoid keyword stuffing or "Hot Search" markers.
- Image prompts are scene‑based to maximize conversion.
- CTR threshold recommended at 5 %; adjust via configuration.
- All results are saved back to the provided
product_file.
Created by Simon Cai · More e-commerce skills: github.com/simoncai519/open-accio-skill