Books Discovery Recommendations

Book Explorer

Finds your next book based on the specific 'vibe' or themes you like, rather than just genres.

About This Tool

We built this because most book recommendation sites are just lists of bestsellers or things that are 'similar' in a very shallow way. This tool looks at deeper themes, emotional tones, and writing styles. It's an explorer that helps you find books that feel like the ones you already love, even if they're in a completely different genre.

It isn't a store or a library; it's a discovery engine for your next read.

The Problem It Solves

Genre labels like 'Sci-Fi' or 'Thriller' are too broad. You might like a specific type of melancholic sci-fi, but most sites will just suggest more space battles. This app bridges that gap by letting you search using abstract concepts (like 'isolation' or 'found family') to find matches that actually fit your mood.

When to Use This

  • You finished a book and want something that 'feels' similar but isn't a direct sequel.
  • You're in a specific mood (melancholic, hopeful, intense) and want a book to match.
  • You're tired of the same five books being recommended on every platform.

How It Works

It uses an LLM that has 'read' summaries of millions of books. It maps the semantic relationship between stories, looking for specific emotional cores across the database.