Who builds BookScore™

AuthorPilot was founded by Chassity Wilkerson — a builder, reader, and long-time observer of how publishing actually rewards ideas. The premise is simple: the publishing industry talks a lot about "write the book you want to write," but the authors who get paid are the ones who validated demand before they finished chapter one. Most validation today is vibes-based. BookScore™ makes it data-driven.

What started as a way to score fairy-tale retellings against reader demand has grown into a full validation platform — premising tools, audience modeling, comp overlap analysis, and AI Beta Readers for the authors who want feedback before they spend a year of their life writing the wrong book.

Founder · AuthorPilot
Chassity Wilkerson

Chassity leads the AuthorPilot team and is the operator behind the BookScore™ engine. She writes about premising, validation, and the parts of publishing nobody puts in the launch checklists.

The AuthorPilot team
A small group of writers, engineers, and former booksellers

We build BookScore™ because we've watched a friend shelve three finished manuscripts after a reader on TikTok called the comp set already crowded. We think the industry's "just write it" advice sends more good authors broke than it ever saves.

Our premise

Most book advice tells you to write what you love and hope the market catches up. That works for a tiny number of authors. For the rest, it's how you end up with a finished manuscript and no audience, a beautiful cover you spent $400 on, and a launch that flops the week it goes live.

AuthorPilot's premise is the opposite: validate before you write. Score the market, the comp overlap, and the audience for your idea in 0–100 numbers, then decide whether it's worth a year of your life. BookScore™ doesn't replace creativity — it gives it a starting point.

How we got here

Premise
Validation over vibes. The first BookScore™ prototype was a 10-question form. The premise — score the idea before the writer spends a year on it — hasn't changed.
2024–2025
BookScore™ goes live. Five free reports per author, four independent axes, a 0–100 weighted score. Premising tools get added for romance, thriller, fantasy, mystery, and sci-fi.
2025
AI Beta Readers in beta. Authors can submit premising synopses and get structured feedback on the parts a human beta reader usually misses: comp overlap, sub-niche demand, audience fit, market window.
2026
The social proof lands. A sample BookScore™ report goes live at /sample-report, and pricing rolls out for authors who want unlimited reports, AI credits, and full 8-dimension history at /pricing.
Now
Phase 2 in flight. Live comp tracking, sub-niche demand explorers, and the early-access features Pro Author subscribers are already seeing. Read about the path ahead at /roadmap.

Want to see BookScore™ in action?

Run a free validation on a working idea — or browse a real sample report first.

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