Fiction Workflow Services

Move faster on your fiction draft

Draft, edit, translate, and adapt fiction manuscripts with human-in-the-loop workflows. Use AI to accelerate the first passes, then rely on human judgment for final publication decisions.

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Human-in-the-loop, always.

We recommend a human in the middle. All AI results should be reviewed — and if needed, revised — by a human editor before publishing.

🖋️

Bookcicle Ghostwriting

Fast fiction drafting for a 25-section story, guided by your prompts and style notes, with local story-coherence checks. Usually 20k-90k words, with a 60k median, in about 1 hour.

  • Drafts steered by your prompts and style notes
  • Human-in-the-loop editing stays in your control
  • Optional Advanced Quality Checks adds more than 45 minutes
  • Exports: .docx / .html / .md
From $149.99
Start ghostwriting
🛠️

Bookcicle Editing

Copy, line, developmental, and more for fiction manuscripts, usually under 30 minutes, or up to 24 hours at peak demand.

  • Issue flags & suggestions
  • Human-in-the-loop compatible
  • Works with fiction drafts or AI output
From $99.99
Start editing Add Analytics
🌍

Bookcicle Translation

Style-aware fiction translations designed to carry voice, tone, and rhythm, usually under 30 minutes or up to 24 hours at peak demand.

  • 9 core target languages highlighted
  • Export to .docx / .html / .md
  • Bundle with Editing
From $99.99
Start translation
English source manuscripts supported. Core targets: French, Spanish, Italian, German, Portuguese, Japanese, Korean, Arabic, Chinese

Bring the world to your words

Style-aware models are designed to carry cadence and intent across languages. Most translation jobs finish in under 30 minutes; allow up to 24 hours during peak demand.

Start translation
English.md
Spanish.md

EN (English source) 

Somewhere in La Mancha,
in a place whose name I do not care to remember,
there lived not long ago a gentleman...

ES (Spanish target) 

En un lugar de la Mancha,
de cuyo nombre no quiero acordarme,
no ha mucho tiempo que vivía un hidalgo...

Preview for illustration.

Screenplay Adaptation

Adaptation

Get a complete first-draft screenplay adaptation with screenplay formatting and scene structure, ready for human editing, usually under 30 minutes or up to 24 hours at peak demand.

  • First-draft screenplay adaptation
  • Scene structure
  • Export in .docx, .pdf, .html, and .md
Start adaptation
Novel → Screenplay
Chapter → Screenplay
Notes → Screenplay
Outline → Screenplay

Need a custom pipeline? Contact us.

Analytics (Editing add-on)

Available only with Editing purchases (including bundles that include Editing).

Foundational Analytics

Included with every project. Snapshot insights to tighten prose and pacing.

Overview
Section-Level Metrics
Structural & Size
title/subtitle
— ensure navigable, expectation-setting headings.
author
— byline consistency across sections.
words / paragraphs / chars
— spot outliers; balance pacing and chunking.
read_time_min
— harmonize per-chapter time-on-page.
Lexical & N-Grams
term_freqs / bigrams
— surface repetition & clichés.
tf_idf
— chapter-unique hooks & keywords.
sentence_metrics
— vary rhythm (avg/min/max length).
lexical_metrics
— TTR, hapax, avg word length for diversity.
Readability
flesch_kincaid / gunning_fog / smog
— align complexity with audience.
Sentiment & Tone
sentiment
— macro tone per section.
paragraph_sentiments
— micro swings to smooth jarring shifts.
Semantic & Thematic
entities
— track character/place consistency.
topics
— keep chapters on-theme.
Classification & Dialogue
genre
— quick alignment check.
dialog_ratio
— balance talk vs. narration.
Document-Level Metrics
Structure & Size
totals
— ensure submission limits & act balance.
avg_read_time_min
— smooth pacing across chapters.
Content Frequency
global_term_freqs / bigrams
— repetitive language at book scale.
global_top_keywords
— core story elements & marketing hooks.
Tone & Theme
aggregated_sentiment
— emotional arc health.
top_topics
— thematic focus vs. drift.
genre
— whole-book alignment.
Language & Composition
avg_sentence_length / avg_readability
— match audience benchmark.
avg_ttr / avg_hapax / avg_word_length
— vocabulary richness.
author / chapters[...]
— metadata sanity, chapter dashboard.
avg_dialog_ratio
— narration vs. dialogue balance overall.
How to use these metrics
  • Benchmark against genre norms (e.g., YA FK ~6–8).
  • Find outliers in length, tone, or dialogue ratio and adjust.
  • Map emotional arc via section sentiments for rising tension & resolution.
  • Diversify or emphasize motifs using term frequencies & TF-IDF.
  • Match complexity to audience; smooth pacing across chapters.
Draft-first
Writer-led AI workflows
30m-24h
Typical service window
Review
Human judgment still required
Draft fast. Then review, revise, and make it yours.

AI-assisted output should be checked before publication or distribution.

FAQ & Disclaimers
What models do you use?
We auto-route to the best fit. Studio users can pick models.
How long does it take?
Editing, Translation, and Adaptation usually finish in under 30 minutes, with up to 24h during peak demand. Advanced Quality Checks usually adds about 30 extra minutes. Ghostwriting is usually about 1 hour, and Ghostwriting with Advanced Quality Checks usually adds more than 45 minutes.
Do I still need a human editor?
Yes. AI accelerates; final judgment stays with you (or a human editor).
File formats & limits
Upload content-only manuscripts. Clear headings (H1/H2 or #/##). Max 200k words for ad hoc and Creator, or 300k words for Creator Pro; 3MB .docx or .epub.

Disclaimer: AI outputs may contain inaccuracies. Review before publishing.

Usage: Submit only content you can lawfully share. You retain rights in your source material, and output rights are governed by our Terms.