Go to example tasks

Score KDP book niches by BSR, reviews and competition

Give your book niche ideas and get, for each one, the top amazon.com books with Best Sellers Rank, price, rating, reviews, publication date, pages and the Independently published (KDP) flag, plus a 0-100 niche score from the median BSR and the median review count of the top 10. Compare niches side by side before you write. Replace the sample keywords with yours.

Try for free
Amazon KDP Niche Analyzer & Finder: Book BSR & Niche Score
Amazon KDP Niche Analyzer & Finder: Book BSR & Niche Scoretagadanar/kdp-niche-analyzer
Row
Keyword
Niche score
Verdict
+13 fields
Text
Number
Boolean
List
Object

Input

Niche keywords(required):keto cookbook for seniors+2
Amazon store:books
Books per keyword:20
Read each book's page (BSR, publication date, pages, publisher):true

Output fields

Row
Keyword
Niche score
Verdict
Why
Demand
Openness
Median BSR
Books BSR < 100k
Median reviews
Books < 100 reviews
Median price
Avg rating
Indie share
New (<1 yr) share
Amazon results
Ads on page 1

How it works

Sign up on Apify or log in

The Amazon KDP Niche Analyzer & Finder: Book BSR & Niche Score Actor is ready to run with the inputs already set for "Score KDP book niches by BSR, reviews and competition". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Score KDP book niches by BSR, reviews and competition" task

The Amazon KDP Niche Analyzer & Finder: Book BSR & Niche Score Actor will start running based on the input automatically. You can also change all the input fields, like niche keywords, amazon store, and more, to match your specific use case.

Receive the "Score KDP book niches by BSR, reviews and competition" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as row, keyword, niche score, and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Score KDP book niches by BSR, reviews and competition" task via API.

Image

Integrate "Score KDP book niches by BSR, reviews and competition" into your workflow

Connect "Score KDP book niches by BSR, reviews and competition" with 100+ integrations, or run it via API or MCP.

Webhook

Webhook

n8n

n8n

Make

Make

Zapier

Zapier

Airbyte

Airbyte

Keboola

Keboola

IFTTT

IFTTT

Hubspot

Hubspot

GDrive

GDrive

Gmail

Gmail

Apify MCP

Apify MCP

GitHub

GitHub

Slack

Slack

LangChain

LangChain

LlamaIndex

LlamaIndex

Flowise

Flowise

Pinecone

Pinecone

OpenAI

OpenAI

Mastra

Mastra

Clay

Clay

Frequently asked questions

Put your niche phrases in keywords. Each gets a niche row with nicheScore, a verdict (promising, mixed, saturated or low-demand), demandScore and competitionOpennessScore, from the top 10 organic books.

No. Only numbers Amazon shows publicly are used, such as Best Sellers Rank, reviews, price and publication date. It does not turn BSR into a sales estimate, which would be a guess.

Set format to books (all formats) or kindle (the Kindle Store). booksPerKeyword sets how many organic books are read per keyword, and includeSponsored adds ad slots flagged sponsored.

It says whether the book's own page was read. With includeDetails on you get BSR, publisher and print length. Statuses like refused, time or not-found mean the page was not read, and those rows are delivered free.