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#

ModeDescriptionTypical UsefullRun the entire pipeline end‑to‑end.First‑time bulk optimizationkeywords_onlyRetrieve hot keywords only.Market researchoptimize_namesOptimize product titles only.When titles need refreshgenerate_imagesProduce detail images only.After titles are finalmonitorPerform 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#

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User: Optimize my cat food listings
Assistant: (mode: full, keyword: "cat food", product_file: "products.json")

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User: Show me hot keywords for dog beds
Assistant: (mode: keywords_only, keyword: "dog bed")

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User: Generate detail images for product ID 12345
Assistant: (mode: generate_images, product_file: "products.json", keyword: "cat food")

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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