Value Proposition

Nuanced book recommendations based on a single "seed" book. We help readers find their next read by matching their choice of subject, genre, author, or narrative structure, giving users control over what defines "similar" for them.

Target Customer

Avid readers, book club members, and casual readers who know what they like but want specific control over their discovery process (e.g., "I liked the setting of this book, but want a different author").

Revenue Model

• Affiliate Marketing: Commissions from book sales via links to retailers (e.g., Amazon, Bookshop.org).
• Sponsored Placements: Featured slots for indie authors or publishers matching specific criteria.
• Premium Insights: A "Pro" tier for multi-criteria filtering and deep-dive analysis.

KPIs

• Click-Through Rate (CTR): Percentage of recommendations that lead to a retailer site.
• Criteria Usage: Tracking which match types (Author vs Structure etc.) are most popular to refine the algorithm.
• User Retention: Rate of returning users for subsequent recommendations.