Do I need paid tools like Publisher Rocket to use this?

No, the skill is designed to work with manual research and free tools like the Kindlepreneur calculator, though it can process data from paid tools if you have them.

How does this skill help with Amazon SEO?

It identifies low-competition subcategories where your book is more likely to rank, improving visibility in Amazon's search results and 'Best Seller' lists.

Why does the skill analyze both the #1 and #100 bestseller?

Comparing the top and bottom of the top 100 list helps determine if a category is top-heavy (only the #1 book sells) or has a healthy spread of sales across the niche.

Can I use this for both fiction and nonfiction books?

Yes, the workflow includes specific guidance for both fiction and nonfiction, ensuring the research matches the unique dynamics of each publishing space.

Amazon KDP Category Researcher

Name: Amazon KDP Category Researcher
Author: cdeistopened

bycdeistopened

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Marketing Automation

Analyzes Amazon Kindle Direct Publishing categories to identify high-potential niches and optimize book discoverability.

This skill provides a structured framework for authors and publishers to navigate Amazon's complex category system, enabling the discovery of profitable subcategories with manageable competition. By guiding users through Best Seller Rank (BSR) analysis, sales volume estimation, and competitor metadata evaluation, it helps optimize book placement to maximize algorithm visibility and sales velocity. It is particularly useful during the pre-launch planning phase or when re-optimizing existing titles to improve organic ranking.

Key Features

011 GitHub stars

02BSR-to-sales estimation for market volume analysis

03Systematic subcategory drilling for niche discovery

04Competitive benchmarking of price, reviews, and cover styles

05Analysis of market saturation vs. opportunity gaps

06Standardized reporting for target category selection

Use Cases

01Optimizing existing book metadata to improve organic Amazon ranking

02Conducting market research to validate book ideas before writing

03Identifying low-competition niches for new Kindle book launches

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add cdeistopened/skill-stack amazon-category-research

For use in Claude.ai and ChatGPT

Download Skill