Amz Product Optimizer

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name: amz-product-optimizer description: | Use when user wants to optimize Amazon product listings, generate product images, improve titles, monitor CTR, or automate end-to-end Amazon product optimization workflows. version: "1.0.0"

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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

1. Get Hot Keywords – Scrape top keywords for the target niche. 2. Read Product Data – Load products from a local JSON/CSV file. 3. Optimize Titles – Generate fluent titles using the standard structure [Brand] + [Core Keyword] + [Feature] + [Spec]. 4. Generate Detail Images – Create five scene‑based images via Taobao MCP. 5. Save Results – Update the product file with new titles and image URLs. 6. 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.

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Created by Simon Cai · More e-commerce skills: github.com/simoncai519/open-accio-skill

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.

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Created by Simon Cai · More e-commerce skills: github.com/simoncai519/open-accio-skill