home / skills / cdeistopened / skill-stack / amazon-category-research
This skill helps you identify profitable Amazon KDP subcategories with low competition and select the optimal three categories for launch.
npx playbooks add skill cdeistopened/skill-stack --skill amazon-category-researchReview the files below or copy the command above to add this skill to your agents.
---
name: amazon-category-research
description: Research profitable Amazon KDP categories for book publishing. Use when planning a book launch, analyzing competition, or optimizing category selection for discoverability.
---
# 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)
This skill helps authors find profitable Amazon KDP categories with low competition to maximize discoverability and sales. It guides you through genre mapping, subcategory selection, bestseller rank analysis, and competitor profiling to choose the three best categories for a book. The workflow prioritizes measurable signals like BSR and estimated daily sales so you can make data-driven category choices.
Start by identifying the broad genre your book fits, then drill into Amazon Best Sellers to locate niche subcategories. For each candidate subcategory, inspect the #1 and #100 books’ Best Sellers Rank (BSR) and convert those ranks to estimated daily sales. Finally, analyze the top competitors’ price, reviews, cover style, keywords, and length to confirm fit and opportunity.
How many categories can I choose on KDP?
You can select up to three Amazon book categories per title.
What BSR signals indicate a healthy category?
A healthy category shows consistent estimated daily sales at #100 and not an extreme gap between #1 and #100.