The Pre-Publish Audit: Catching AI Voice Mistakes Before They Ship
Objective: Review four AI-voice production specimens from a real-world-style content queue and catch the specific defect in each before it reaches a paying campaign.
You're reviewing this week's AI-voice queue for Rent the Runway's marketing team, the fashion rental company that went public in 2021. Four scripts and clone requests are ready to publish. Your job is to catch what a rushed reviewer would miss.
Read each specimen against the lesson's five common mistakes, flag the real defect, rate its severity, and don't get fooled by the distractors that look like problems but aren't.
Before you start
What you'll need
Free path (everything below is enough to finish)
Free, easy to turn into a repeatable pre-publish checklist for a small team
Paid upgrades (optional, faster/deeper)
Segment-level regeneration avoids re-running the full script after a defect is caught
The process
Specimens to review
This script went straight from copywriter to AI generation queue with zero edits. What's the defect, and what will the audio actually sound like?
Script queued for generation, no reviewer notes attached: "Save $50 on your first box! Use code RENT50 at checkout, offer ends 6/30." Status: Approved for AI generation. Sent straight to ElevenLabs queue.
Specimen: synthetic, realistic
The clone was approved for production use. What's wrong with the source audio, and what will the resulting clone sound like?
Production note from the ops team: "Voice clone source audio: 4-minute phone recording of our brand spokesperson, recorded on speaker mode in the office. Cloned voice ready for use in this week's ads."
Specimen: synthetic, realistic
What process step is missing here, and what's the risk of skipping it?
Generated audio review log: "Full 45-second ad generated and approved by marketing coordinator without listening to playback. Brand name 'Rent the Runway' appears twice in the script."
Specimen: synthetic, realistic
The dubbed versions are ready to publish alongside the English ad. What step is missing before they go live?
Localization ticket: "English ad dubbed into Spanish and Hindi via HeyGen, both versions scheduled to publish same-day as the English original. No in-market reviewer assigned."
Specimen: synthetic, realistic
Final deliverable
A completed audit scorecard for all four specimens: defect identified, severity rated, and the specific fix required before each goes to production.
See a reference example
MVMT, AI-voice pre-publish audit (excerpt) Item 2 of 4 — Voice clone source audio Defect: Recorded in a moving car, wind noise present Severity: Critical Fix: Re-record 60 seconds in a quiet room before re-cloning; do not ship the current clone.
Success criteria
You're done when you can:
- Correctly identifies the real defect in at least 3 of 4 specimens
- Does not flag either distractor as the primary defect in any item
- Assigns a severity level consistent with the lesson's stated risk (mispronunciation vs. legal/consent risk vs. cultural nuance)