# Voice match score: how the 0 to 100 number actually works

> A voice match score is a 0-to-100 number that measures how closely a draft matches your own writing profile, and every draft audenAI produces comes with one. Here is what it is, how it is calculated across the 10 signals, how to read it (90+ ships, below 80 gets rewritten), what counts as a good score, how it differs from an AI detector, and when your editorial judgment should override it.

URL: https://voicemoat.com/blog/voice-match-score-explained

## Key facts
- Published: 2026-05-11
- Category: Craft
- Read time: 11 minutes
- Author: VoiceMoat team
- Publisher: VoiceMoat
- Topics: Voice match scoring; AI-generated content quality; Writing voice; Per-user AI models; Content evaluation

## Key points
- What is a voice match score?
- How do you read a voice match score?
- What is a good voice match score?
- What feeds into a voice match score?
- When should you trust the voice match score?
- How do you improve a low voice match score?
- Is a voice match score the same as an AI detector?
- How does the score interact with retraining?

## Related articles
- What is audenAI? The brain inside VoiceMoat: https://voicemoat.com/blog/what-is-auden
- The 10 signals of voice: what actually makes writing recognizable: https://voicemoat.com/blog/voice-dna-9-dimensions-canonical
- Twitter for events: why most event accounts go dark between events (and how voice keeps them alive): https://voicemoat.com/blog/twitter-for-events
- Voice drift: why most creators lose their edge after 10K followers: https://voicemoat.com/blog/voice-drift
- Voice retraining: when your style shifts, how often, and what changes: https://voicemoat.com/blog/voice-retraining-cadence
- Drafting on X across devices: where voice comes through and where context bleeds in: https://voicemoat.com/blog/writing-on-x-across-devices

## FAQ
Q: What is a voice match score?
A: A voice match score is a single 0-to-100 number that measures how closely a draft matches your own writing profile, and every draft audenAI produces comes with one. It is not a quality score and not an AI detector. It answers one narrow question: how close does this draft sit to the way you specifically write, based on the patterns audenAI learned from your corpus across the 10 signals of voice.

Q: How do you read a voice match score?
A: Higher is closer to your training profile. As a rough heuristic, 90 and above is shippable, 80 to 90 needs a careful pass on a paragraph or two, 70 to 80 means substantial editing, and below 70 is regenerate or rewrite territory. These bands are guides rather than hard cutoffs, so a high-stakes thread should clear the low 90s while a quick reply can ship around 85.

Q: Is a voice match score the same as an AI detector?
A: No, and the difference is the whole point. An AI detector tries to guess whether text came from a machine, a question with high false-positive rates. A voice match score does not care whether you, audenAI, or a general model produced the words; it only measures fidelity to your profile. That is why pasting your own writing in can score low and still be a real editorial signal that the piece drifted from your usual voice.

Q: What should you do when the score conflicts with your own read?
A: Trust your read on a single draft: ship if you would ship, edit if you would edit, because the model's view of your profile is statistical rather than exhaustive and can over-weight a recent shift or miss a rare quirk. Track the disagreement across many drafts, though, since a consistent mismatch on a specific topic or format is a signal to retrain. The score is a tool to catch drafts that need a second look, not an oracle that overrides your editorial judgment.

Source: https://voicemoat.com/blog/voice-match-score-explained
Site overview: https://voicemoat.com/llms.txt. AI usage policy: https://voicemoat.com/ai.txt.