AI Prose Tell Inspector & Rhythm Workbench

Draft Galley Proof

Live Annotated Proof (Click any tell to rewrite)

Rhythm & Cadence Telemetry

5 Sentences

Monotone

stdDev: 3.8 words

Structural AI Tells

Detected

Synthetic Wrapup

Sentence Word-Count Burstiness Strip: Target: > 6.0 stdDev

Active Tells & Voice Remediations

Select a tell to remediate

The 8 Structural Tells of ChatGPT Writing

Veteran editors don't flag AI writing for incorrect grammar or em dashes. They flag it because of predictive convergence: uniform sentence lengths, frictionless passive assertions, and empty rhetorical signifiers.

01 / LEXICAL

High-Probability Cliché Words

Frequent unprompted tokens: delve, tapestry, testament, multifaceted, crucial, pivotal, beacon.

02 / CADENCE

Rhythm Monotony

Human speech surges and rests (burstiness). AI defaults to a rigid 16–22 word rhythm with standard deviations below 5.5 words.

03 / RHETORIC

Synthetic Wrap-ups

Final paragraphs opening with "In conclusion," "Ultimately," or "In summary," mechanically listing the previous points.

04 / HEDGING

Frictionless Hedging

Empty throat-clearing clauses: "It is important to remember," "it is worth noting," "plays a vital role."

05 / SYMMETRY

Rigid Tricolons

Artificial three-item parallel lists ("adaptation, practice, and dedication") without asymmetry or punchy punctuation.

06 / PERSPECTIVE

Absence of First-Person Friction

Safe third-person omniscient voice devoid of personal doubt, specific errors, scars, or distinct sensory friction.

07 / PACKAGING

Uniform Paragraph Packaging

Every paragraph neatly bounded to 3 or 4 sentences, missing one-sentence punches or dense narrative blocks.

08 / INFLATION

Fluff Adjective Inflation

Habitual hyperbole: "transformative impact," "seamless integration," "game-changing paradigm."

Cadence Variance and Tell Remediation

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Read the explanation

The inspector measures draft cadence across each sentence. Synthetic prose clusters tightly around eighteen words, creating an unnatural monotone cadence below five words standard deviation. Concurrently, lexical scrapers highlight unprompted cliché tokens, frictionless hedging clauses, and predictable conclusion formulas across your galley proof. Clicking Punch It Up or Punch Up All Detected Tells swaps artificial formulas with punchy direct phrasing, adding sentence variance above six words standard deviation to restore authentic voice.