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.
Input
Output fields
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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.
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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.
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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.
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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.

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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.