Resources

CleanOutput Blog

Guides, research, and practical tips on AI writing detection and writing quality.

Guide

A deep dive into the top AI signature vocabulary — where these words come from and how to replace them naturally.

Jan 2025 · 8 min read

Research

How standard deviation of sentence length became the most reliable statistical fingerprint for AI-generated prose.

Jan 2025 · 6 min read

Tips

A practical workflow for editors and content creators who use AI as a first-draft tool and need to make it sound human.

Jan 2025 · 10 min read

Analysis

AI defaults to passive voice because it's grammatically safe and rewards training feedback. Here's how to actively rewrite it.

Jan 2025 · 5 min read

Guide

Understanding readability scores — and why AI's remarkably consistent 50–65 range is itself a signal.

Jan 2025 · 7 min read

Opinion

An honest look at the limitations of all AI detection tools — including ours — and what they should and shouldn't be used for.

Jan 2025 · 9 min read

More articles coming soon. Get in touch if you'd like to contribute.