AI Manuscript & Script Evaluation

Get your manuscript evaluated, scored, and certified before you submit.

AuthorSuite Certified Seal

31 specialized AI agents grade your manuscript or script, quote the specific issues, and issue a certificate anyone can validate. From $49 per evaluation, free diagnostic to start.

Sample AuthorSuite graded certificate

Freelance reader or script analyst? See Professional Readers →

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Real Proof. Real Podcasts.

Playing With Chalk cover art Playing With Chalk Listen → Birthday Suit cover art Birthday Suit Listen → Theories Have Birthdates cover art Theories Have Birthdates Listen → Black Market Bolsheviks and The Tsar's Golden Eggs cover art Black Market Bolsheviks Listen → Jai-Alai Cartel: Magic City cover art Jai-Alai Cartel Coming soon

Every script above is AuthorSuite certified and voiced in the Podcast & TTS Studio.Cast per character across four voice providers, then shipped to Spotify, Apple Podcasts, Amazon Music, iHeartRadio & YouTube.

Written by Don Swann II for Pen of Tales · voiced & visualized by AuthorSuite · full proof of concept →
31AI Agents
72Manuscripts Processed
26.4%Discovery Rate
$6,500Saved Per Engagement
01

Two Brands. One Platform.

B2B · Enterprise

ASI Studio

Author · Script · Intelligence

Sort your submissions before your readers open them. A four-pile sort, one verifiable record per entry, and your own judging criteria built into the score. Your team makes every final call.

  • End Your Slushpiles Here →
  • Independent Publishers & Small Presses
  • Literary Agencies & Book Scouts
  • Film & Television Production Companies
  • Podcast Networks & Audio Studios
  • Screenplay Competitions
  • Streaming Development Teams
  • Cost: Terms set around your intake, not a plan you pick off a menu.
  • Control: Your readers focus on the contenders, your team makes every final call.
  • Confidence: Every entry sorted into Not Ready, Needs Work, Green-Lit, or Diamond in the Rough.
  • Credentials: A consistent, verifiable record for every entry.
Request a confidential test batch
Consumer · Independent Creators

ASI Creative

Author · Script · Intelligence

Know where your work stands before you query, pitch, self-publish, or pay for developmental editing. Every issue comes with the quoted line, the chapter, and a fix — not generalities. You decide what to do next.

  • Built for creators →
  • Independent Authors & Self-Publishers
  • Screenwriters & Script Developers
  • Podcast Creators & Audio Storytellers
  • Literary Fiction & Genre Writers
  • Nonfiction Authors & Memoirists
  • Writing Students & MFA Candidates
  • Cost: One price per evaluation from $49, or a plan if you submit often. Subscribers can bring their own AI key.
  • Control: You decide what to submit and what to act on.
  • Confidence: A spreadsheet-style list — issue, chapter, quote, and what to do about it.
  • Credentials: A certificate with a code anyone can validate.
Start an evaluation →
Access AuthorSuite
02

AuthorSuite — 31 Agents. One Stack.

Analysis
  • Manuscript Analyst
  • Genre Classifier
  • Story Structure
  • Character Arc
  • Dialogue Coach
  • Pacing Analyst
Editorial
  • Developmental Editor
  • Line Editor
  • Proofreader
  • Sensitivity Reader
  • World Builder
  • Voice Profiler
Publishing & Market
  • Market Positioning
  • Publishing Pathway
  • Industry Outcome
  • Greenlight Analysis
  • Trendmaster
  • Competitive Intel
Production
  • TTS Studio
  • Audiobook Producer
  • Podcast Studio
  • Script Coverage
  • Social Media Gen
  • Series Arc Planner
Submission & Rights
  • Query Letter Forge
  • Book Proposal Builder
  • Rights & Licensing
  • Blurb & Cover Writer
  • Hook Forge
  • Launch Campaign
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Featured Agents. Try Them Now.

03

Case Study — Structure OS LLC, Ltd.

72Manuscripts ProcessedComplete slush pile · 11 days
26.4%Above-Threshold Ratevs. ~12% industry average
2Hidden Gems FoundScored 78% and 84% — greenlit
$6,500Saved vs. TraditionalEditorial labor + reader fees

AuthorSuite did not replace editorial judgment. It made editorial judgment possible at a scale that would not have been sustainable any other way.

— Pen of Tales Publications, LLC · Founding Client · 2026
04

Bring Your Own Key.

Zero AI markup.Your keys, your control.

AuthorSuite connects to your own API keys from every major AI and TTS provider. You pay AI providers directly. We charge only for platform access — never for inference.

Your file is never stored on our servers. We keep only the record — submitter name, date, author name, story title, and results.

Claude (Anthropic)GPT-4 (OpenAI)Gemini (Google)ElevenLabsAzure Neural TTSAmazon PollyOpenAI TTS
01

Zero AI Cost Markup

You pay AI providers directly. AuthorSuite charges only for platform access — not per token.

02

Never Stored

Your file is never stored on our servers. We keep the record, never the work.

03

Model Agnostic

Switch between Claude, GPT-4, and Gemini without changing your workflow. Every agent works across all providers.

04

72.5% Publication Threshold

Calibrated and defensible. Aligned with editorial standards and market data — not arbitrary.

05

How It Works.

Load it.Know where you stand.

Confidence in the call, not a guarantee of the outcome.

Your file is never stored on our servers.

01

Load

Upload your manuscript, script, or audio file.

02

Run

AI analyzes it and scores it against professional criteria.

03

Certify

You get a graded report of issues and your certificate.

06

What We Keep.

We keep the record. Never the work. A certificate verifies the evaluation, not ownership.

We keep:The record.

  • Submitter name
  • Date
  • Author name
  • Story title
  • Results

We never keep:The work.

  • Your manuscript
  • Your script
  • Any file you submit
07

Credentials.

Now you know your asset's value. Every evaluation produces a scored, graded certificate with a code anyone can validate through AuthorSuite. The credential travels. The work stays with you.

07.5

See It Before You Buy It.

Sample AuthorSuite certified seal

Sample certificate seal — every real evaluation gets its own code at authorsuite.online/verify.

Ex.

Sample issue from a graded report

Chapter 4, p. 112: "She felt a wave of sadness wash over her." — filtering phrase distances the reader from the emotion. Cut "She felt" and land on the image directly: "A wave of sadness washed over her."

08

FAQ.

Q1

Does AI evaluate my work?

Yes, and we say so up front. Your file is analyzed by AI, scored, and never stored on our servers.

Q2

Does it replace my own judgment?

No. It gives you a verdict to work from. You make the decision.

Q3

What does the certificate prove?

That this work was evaluated on this date with these results. It does not prove authorship or promise a sale.

Q4

What happens to my file?

It is never stored on our servers.

Q5

What can I do beyond the evaluation phase?

AuthorSuite is a complete media command center. Once your work is certified, you can seamlessly convert text-to-speech, build zero-cast table reads, produce automated audiobooks, and launch a localized podcast series under one roof.

Q6

How is this different from generic feedback?

A rejection with no explanation doesn't tell you what to fix. This is a full manuscript critique — developmental-editing-level notes with the quoted line and the chapter, not a form letter. Honest, specific feedback turns a rejection into something you can actually act on.

Know What It's Worth.

Carry the proof.

don@structureos.ltd  ·  authorsuite.online  ·  structureos.ltd  ·  Sheridan, Wyoming