User Guide › Human Score

How to Identify and Improve AI-Sounding Prose

Generic AI writing has recognizable fingerprints. Human Score names them across five dimensions so you can fix the actual pattern instead of chasing a number.

Last updated: August 2026

"AI-sounding" prose isn't one specific flaw — it's a cluster of small habits that, together, make writing feel mechanical: uniform sentence rhythm, generic transitions, emotions stated instead of shown, and metaphors that reach for the nearest cliché instead of the sharpest image. Human Score is a diagnostic tool built to surface exactly which of these habits is present in a given passage, so you can revise the pattern instead of guessing.

Open it directly at deepcrafter.ai/human-score, or run it from inside a story you're already drafting.

The five dimensions

Human Score doesn't return a single opaque number. It breaks the analysis into five craft dimensions, each pointing at a different failure mode:

  • Vocabulary — variety, precision, and natural word choice, as opposed to reaching for the statistically likely word every time.
  • Syntax — diversity and control of sentence structure, rather than the same subject-verb-object shape repeated for pages.
  • Narrative — how naturally the prose presents and develops information, instead of front-loading exposition or explaining what a scene already showed.
  • Rhythm — variation in pace, sentence movement, and emphasis, as opposed to a flat, evenly-metered cadence.
  • Voice — the distinctiveness and consistency of the writing personality across a passage.

Common tells of AI-sounding prose

Across all five dimensions, a handful of patterns show up over and over. Worth checking for specifically:

  • Repeated sentence shapes — several sentences in a row with the same length and structure.
  • Generic transitions ("However," "Meanwhile," "As the sun set...") standing in for real scene logic.
  • Excessive explanation — the narration stating a feeling the action already demonstrated.
  • Familiar metaphors that could belong to any story rather than this one.
  • Emotional labels without observable behavior — "she felt anxious" instead of what anxious looks like on her.
  • Uniform paragraph length, page after page.
  • Predictable contrasts ("not just X, but Y") used as a rhetorical crutch.
  • A voice that never takes a specific linguistic risk — safe, smooth, and forgettable.

How to use the score without chasing a number

A score is a diagnostic signal, not a definition of literary quality — a controlled, repetitive, or unusual voice can be a deliberate artistic choice. Use it as a starting point for a human read, not a replacement for one:

  1. Analyze a passage.
  2. Identify the weakest dimension.
  3. Read the prose yourself and locate the actual pattern behind the low score.
  4. Revise with AI Rewrite, AI Master's advice, or Manual Editing — whichever matches the size of the problem.
  5. Compare the new version with the original.
  6. Keep the revision only if it genuinely improves the reading experience, not just the number.

Do not optimize for the score in isolation. Swapping synonyms to nudge a vocabulary score up, for example, rarely fixes the underlying issue and can make prose feel more artificial, not less.

When to check Human Score during a project

Checking every paragraph as you write tends to interrupt momentum. A more effective rhythm:

  • After the first scene of a new project, to catch a generic default voice early — especially relevant if you're not yet using My Writing Style.
  • On representative passages from a Deep Craft draft during the prose-review pass, rather than the entire manuscript at once.
  • Before publishing or exporting, as one diagnostic among several — not the final gate on its own.

This guide reflects the available DeepCrafter workflow and may evolve as the product changes. Last updated: August 2026.

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