KDP Niche Scorer
by PPR HoldingsUpdated May 4, 2026
Scores Kindle Direct Publishing (KDP) niches based on competition levels, search demand, and profitability estimates. Self-publishers and authors query niche viability to select book topics with high potential and low saturation. Delivers data via MCP for integration into research workflows.
kdp
niche-scoring
self-publishing
+1
|Overview
The KDP Niche Scorer MCP server evaluates potential book niches on Amazon's Kindle Direct Publishing platform. It analyzes key metrics like keyword search volume, competing titles, sales rank trends, and estimated revenue to assign a score indicating niche attractiveness.
Key Capabilities
- Niche scoring: Computes a viability score for specified KDP categories or keywords, factoring in competition density and demand signals.
- Metric breakdown: Returns detailed data on search volume, top competitor analysis, and projected earnings per niche.
Use Cases
- An author inputs "keto desserts" into the niche scorer to get a score of 85/100, revealing low competition and high monthly searches, guiding book creation.
- A publisher batches evaluates 20 romance sub-niches, identifying three with scores above 70 for targeted launches.
- Marketers integrate the scorer into a dashboard to monitor niche shifts over time via repeated API calls.
- Content creators cross-reference scores with trend data to pivot low-scoring niches.
Who This Is For
KDP self-publishers, indie authors, book marketers, and publishing analysts seeking data-driven niche selection without manual Amazon research.