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The Comp Finder scans your manuscript for genre signals, themes, and tone, then searches current bestseller data to surface the comparable titles agents, designers, and ad platforms need you to know.
Find the books your book belongs beside.
Most authors can name the classics that inspired their work. They know their book has echoes of Tolkien or Austen or Stephen King. But agents, cover designers, and ad platforms need something more specific. They need recent titles that are selling right now to readers who would also love your book. The Comp Finder solves this problem by analyzing your manuscript and searching current market data to deliver a list of verified comparable titles you can actually use. Every comp is real, every link works, and every recommendation comes with practical guidance on how to apply it to your marketing.
When you upload your manuscript, the tool generates:
- A detailed breakdown of your book's genre signals, themes, tone, and audience profile based on what is actually in the text
- A tiered list of 8 to 12 verified comp titles prioritized by recency, with the strongest matches from the last two years listed first
- Practical notes on each comp explaining what to borrow for your own cover design, blurb positioning, or ad targeting
- A positioning recommendation with suggested "X meets Y" formulations, Amazon category guidance, and query letter strategy
You will walk away with a researched, ready-to-use comp list that strengthens every part of your book marketing, from your first query letter to your first ad campaign.
Use It To
- Build a stronger query letter or book proposal with comps agents will recognize from recent bestseller lists
- Brief your cover designer with specific, current examples of what is selling in your subgenre right now
- Target your Amazon and Meta ads toward the audiences of verified similar authors instead of guessing at keywords
- Identify which Amazon categories and subcategories fit your book based on where your comps are already ranking
Why It Works
The Comp Finder prioritizes books published in the last one to three years because recent category bestsellers are far more useful than classics you already know about. The tool also extracts specific, searchable elements from your manuscript like protagonist type, tone, setting, and structural hooks rather than relying on broad genre labels alone. This layered approach produces comps that match your book on multiple dimensions, not just surface-level genre similarity.
Related Tools
Explore more Patron Toolbox tools that pair well with this one:
- Ad Strategizer - Get a customized plan for targeting readers with ads
- Reader Profiler - Create a profile of potential readers along with a plan to reach them
- Design Brief Drafter - Get the best design possible from your human designers with this design brief generator
- Trope & Genre Finder - Get a list of your book's tropes along with a genre alignment score
- Amazon Keyword & Category Planner - Generate KDP keywords and Amazon categories
FAQ
- What is the Comp Finder? The Comp Finder is a manuscript analysis tool that identifies real, recently published books similar to yours. It delivers verified comparable titles with links, market data, and actionable marketing guidance.
- Who should use this tool? Any author preparing a query letter, book proposal, ad campaign, or cover design brief will benefit from this tool. It is especially useful for authors who know the classics in their genre but need to identify what is selling right now.
- What does it create? The tool produces a tiered list of 8 to 12 verified comp titles organized by publication recency. Each comp includes a summary, an explanation of why it matches your book, relevant market data, Amazon categories, working Goodreads and Amazon links, and a practical note on how to use that comp in your own marketing.
- How does it help authors? It replaces guesswork with research. Instead of naming comps based on gut instinct or outdated favorites, you get a verified list grounded in current market data. This strengthens your query letters, sharpens your ad targeting, and gives your cover designer concrete reference points.
- What happens with my manuscript? Your manuscript is processed by the AI to extract genre signals, themes, tone, and other elements needed to search for comparable titles. It is not stored, shared, or used for any purpose beyond generating your comp report.
- How much does it cost? The Comp Finder is available to Novel Marketing patrons at the Patron Toolbox level ($10/month) and higher.
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