KDP Niche Gap Scorer

Enter a keyword and three numbers from Amazon. Get a Gap Score in 10 seconds.

01
Amazon Results

Go to Amazon Books search. Search your exact keyword. Find text like:
"1–16 of over 4,000 results"
Enter 4000.

02
Best Seller Rank

Open the top ranking book. Scroll to Product Details. Find:
"Best Sellers Rank #24,512 in Books"
Enter 24512. Use overall Books rank only, not category rank.

03
Review Count

On the same book page, find the rating count. Example:
847 ratings
Enter 847.

Please enter a keyword.
Please enter the Amazon result count.
Please enter the Best Seller Rank. BSR must be greater than 0.
Please enter the review count (use 0 if none).
Niche Scored
Dead Market Warning This niche shows extremely high supply with virtually no demand signal. The market isn't just crowded — it's inactive. Moving forward here would put you in direct competition with thousands of established titles for buyers who likely aren't there.
Low Demand Notice This niche technically scores in the Borderline range, but the demand signal is very weak. Even if competition is low, there may not be enough buyers to generate consistent sales. Consider validating demand with keyword research tools before committing.
High Demand, Low Barrier Strong sales potential here — but other publishers have likely spotted this too. The low competition and review counts suggest the window is open, but it may not stay that way. Speed matters more than usual in this niche.
Score Breakdown
Signal Your Input Sub-score Weight Contribution
Search Results 35%
Top BSR 40%
Reviews 25%
Gap Score
Monthly Estimates
Sales Estimate
Based on the top book's BSR. Actual sales vary by cover, price, and keywords.
Royalty Estimate
Using avg. royalty of $3.46/sale. Your royalty depends on price and format.
What This Means
Your Next Step