Pre-Publication Intelligence Platform

Predictive Reader Intelligence
Before Your First ARC Goes Out

Forecast how readers are likely to respond to your manuscript across Goodreads, BookTok, Reddit, and more, all before you commit to launch strategy, outreach, or marketing spend.

50
Simulated Readers
7
Platform Forecasts
Under 5 hours
Turnaround
Zero
IP Retention

Why It Matters

Before publishers spend on ARCs, influencer outreach, paid marketing, or positioning, Galley Forecast helps answer four critical questions:

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Who is this book really for?

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How will readers likely respond?

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What risks should we address before launch?

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What should we change before the market sees it?

Intelligence That Changes
How You Launch

Five dimensions of actionable intelligence in every forecast, with one more in build.

Predictive Star Ratings

A projected star rating with the full 1-to-5 distribution behind it, plus every simulated reader’s own rating shown with their age, archetype and platform. Know your number before the first review drops.

Simulated Social Reception

See realistic BookTok reactions, Reddit threads, Bookstagram posts, and Goodreads reviews. Understand how readers will talk about your book, and to each other.

Publisher Suggestions Coming soon

Recommended publishers and imprints for indie authors, matched to your genre and comps, is in build.

Controversy & Sensitivity Radar

Dedicated screening of the manuscript for themes likely to divide your readership, and for content that may warrant a sensitivity read. Every finding cites the chapters it came from.

Manuscript Intelligence

Identify pacing issues, DNF risk points, and the narrative elements most likely to cost you readers. Strengthen your manuscript before it reaches real readers.

Launch Strategy Playbook

Receive a tailored launch plan: optimal timing, platform prioritization, marketing angle recommendations, and specific next steps to maximize your book's trajectory.

Four Steps to Reader Intelligence

Upload your manuscript. We simulate the audience. You get the intelligence, and a playbook to act on it.

1

Upload Your Manuscript

Upload an EPUB, PDF, or Word document. We analyze narrative structure, themes, pacing, character dynamics, and genre signals, then destroy the source file after processing.

2

Simulate Your Audience

We generate a large synthetic audience modeled around different reading tastes, review styles, and platform behaviors to forecast likely reception patterns.

3

Receive Your Forecast

Get a comprehensive intelligence report: predicted ratings, simulated social posts, launch recommendations, and specific manuscript feedback, usually within the hour.

4

Act on Your Playbook

You receive a practical playbook with recommended positioning, platform priorities, launch angles, and manuscript considerations based on your forecast.

From Manuscript to Forecast

Four steps. You can buy and run a forecast without talking to anyone.

1

Sign in with your email

Enter your email and we send you a one-time link. There is no password to choose or remember, and your account is created the first time you use it.

2

Upload your manuscript

EPUB, PDF or Word. The title is required; author, ISBN and a cover image are optional. Your manuscript is uploaded before you pay, so you can see exactly what you are buying a forecast for.

3

Choose your forecast and pay

$199 per report. Payment is by card through Stripe, once per report. There is no subscription.

4

Get your report

We email you as soon as the forecast is ready, and it stays in your dashboard. Every forecast includes a print-quality PDF for circulating internally.

What a Report Looks Like

Here's a preview of the intelligence delivered for a sample title.

Illustrative forecast sample. Actual reports will vary based on manuscript analysis.

Every figure in this sample is an example, not from a real forecast.

Two cards below are marked Coming soon. Those are in build and are not part of a forecast today. Every other chart in this preview matches a section a real report contains.

Read a complete Strategic report →

Unedited engine output for Alice’s Adventures in Wonderland, a public-domain title: 50 simulated readers, all 17 sections, including the Execution Gap, Genre Check and Controversy & Sensitivity Radar. Unlike the charts on this page, every figure in it came from a real forecast run.

Illustrative Rating Distribution
3.8
Predicted
5 ★
28%
4 ★
39%
3 ★
21%
2 ★
8%
1 ★
4%
Reader Sentiment
66% Positive
Positive: 66%
Neutral: 22%
Negative: 12%
Performance vs. Genre Average Coming soon

In build. Not part of a forecast today.

Emotional Impact92%
Pacing78%
Character Depth88%
Re-read Potential71%
This Book Genre Average
Deep Analytics: Audience Intelligence
Audience Overlap Analysis Coming soon

In build. Not part of a forecast today.

Romance Readers Tech/Sci-Fi Fans BookTok Active Sweet Spot Your Audience
Predicted Platform Engagement
BookTok
92%
Goodreads
78%
Bookstagram
71%
StoryGraph
64%
Reddit
58%
Amazon
52%
X / Twitter
41%
Predicted Emotional Arc
Low Med High Ch 1 Ch 4 Ch 6 Ch 8 Ch 10 Ch 12 Ch 14 Ch 17 Ch 19 Ch 20 DNF Risk Zone Emotional Peak
Predicted Reader Demographics
~70% Female
Women 18–34: 42%
Women 35–54: 28%
Men 18–34: 14%
Men 35–54: 8%
Non-binary / Other: 5%
55+: 3%
Competitive Positioning
Pacing Romance Heat Literary Merit Commercial Appeal Social Virality
The Algorithm of Us
The Kiss Quotient
Black Mirror (TV)

Your Manuscript Is Sensitive IP.
We Treat It That Way.

Zero Retention

Your manuscript is processed, then permanently destroyed. No copies, no backups, no exceptions.

Never Used for Training

Your content is never used to train, fine-tune, or improve any AI model. We use API providers with contractual no-training guarantees.

Feature Extraction Architecture

Your chapters are summarised by our AI provider, and most of the forecast is generated from those summaries. The second reading pass is the exception: it works from the full chapters, and every forecast includes it.

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Publisher-Grade
IP Protection

Built for publishers who can't afford to compromise on intellectual property. Every architectural decision prioritizes your manuscript's security over our convenience.

One Forecast, One Price

Every manuscript gets the full diagnostic. Publishers running a catalog can talk to us about Enterprise.

Diagnostic
Strategic

“Is this a concept problem, or an execution problem, and which chapters do I fix?”

$199 / title

50 simulated readers · 17 report sections · Execution Gap

  • 50 simulated readers
  • Execution Gap headline metric
  • Concept Score + Execution Score per persona
  • Chapter-level concern map
  • Top-5 gap personas + top-5 lift personas
  • Diagnostic interpretation: concept vs. execution problem framing
  • Statistical confidence: margin of error
  • Priority editorial chapter list
Get Started
Enterprise
Enterprise Package

“We need this at catalog scale.”

Custom

Enterprise is custom-built per publisher, with custom pricing and hands-on onboarding. Talk to us about what you need.

Contact Us

What every forecast includes

This was a three-tier comparison. With one forecast on offer, everything below ships in every report.

Ready to Forecast
Your Next Launch?

Upload a manuscript and see what Galley Forecast reveals about your next title.

Get Started

Questions first? hello@book.io