🎯

amazon-category-research

🎯Skill

from cdeistopened/skill-stack

VibeIndex|
What it does

Helps authors research and select low-competition, high-visibility Amazon book categories to maximize publishing success.

πŸ“¦

Part of

cdeistopened/skill-stack(25 items)

amazon-category-research

Installation

npm runRun npm script
npm run dev
πŸ“– Extracted from docs: cdeistopened/skill-stack
5Installs
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AddedFeb 4, 2026

Skill Details

SKILL.md

Research profitable Amazon KDP categories for book publishing. Use when planning a book launch, analyzing competition, or optimizing category selection for discoverability.

Overview

# Amazon Category Research

Guided workflow for finding profitable Amazon book categories with low competition.

Quick Facts

  • You can only select 3 categories per book
  • Amazon has tens of thousands of subcategories
  • Categories drive algorithm visibility
  • Lower BSR (Best Sellers Rank) = more sales

Workflow

Step 1: Identify Your Genre Space

What broad category does your book fit?

| Fiction | Nonfiction |

|---------|------------|

| Romance | Self-help |

| Mystery/Thriller | Business |

| Sci-Fi/Fantasy | Religion/Spirituality |

| Literary Fiction | Health/Fitness |

| Children's/YA | Biography |

Step 2: Research Subcategories

Go to [Amazon Best Sellers](https://www.amazon.com/gp/bestsellers/books) and drill down:

  • Click your main category
  • Keep drilling into subcategories until you find a niche
  • Example: Fiction > Fantasy > Short Stories > Coming of Age

Step 3: Analyze #1 and #100

For your target subcategory:

#1 Bestseller:

  • Find the book's product page
  • Scroll to "Product Details"
  • Note the BSR (Best Sellers Rank)
  • Plug into [Kindlepreneur Calculator](https://kindlepreneur.com/amazon-kdp-sales-rank-calculator/)

#100 Bestseller:

  • Repeat the process
  • Compare daily sales estimates

Step 4: Interpret Results

| Signal | Meaning |

|--------|---------|

| #1 has high sales, #100 has decent sales | Healthy category with room |

| #1 has high sales, #100 has very low sales | Top-heavy, hard to break in |

| Both have low sales | Small market, easy to rank but limited upside |

| Large gap between #1 and #100 | Competition concentrated at top |

Step 5: Competitor Analysis

For top 10 books in your target category, note:

  • Price point
  • Number of reviews
  • Cover design style
  • Keywords in title/subtitle
  • Page count

Output Template

```markdown

Category Research: [Book Title]

Target Categories (pick 3)

  1. [Category path] - BSR range: X-Y, Est. daily sales: X-Y
  2. [Category path] - BSR range: X-Y, Est. daily sales: X-Y
  3. [Category path] - BSR range: X-Y, Est. daily sales: X-Y

Competition Analysis

  • Avg price: $X
  • Avg reviews: X
  • Cover style: [description]
  • Common keywords: [list]

Recommendation

[Which 3 categories to select and why]

```

Tools

  • Free: [Kindlepreneur Calculator](https://kindlepreneur.com/amazon-kdp-sales-rank-calculator/)
  • Paid: [Publisher Rocket](http://www.publisherrocket.com) ($199), [BookBeam](http://bookbeam.io) ($29+/mo)

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