Welcome to AuthorRep AI. This tool helps you find the perfect literary agent for your manuscript by matching your story synopsis to agents’ interests. Here’s the magic behind it:

It's a TF-IDF similarity system with heuristic boosts, blending NLP (Natural Language Processing) and IR (Information Retrieval) techniques. In plain English, it’s a smart search engine designed just for writers!

When you type in your synopsis it analyzes your words and compares them to what agents love (their genres and preferences) and avoid (their exclusions).

The result? A ranked list of the top agents most likely to love your story, complete with links to their profiles. It’s fast, clear, and tailored to help pitch your story to the right people.