Scan before Winston AI flags your writing
See per-sentence detection risk before Winston AI reviews your text. Fix flagged sections with targeted suggestions.
About Winston AI's AI Detection
Winston AI analyzes vocabulary patterns and sentence structure to detect AI content. It measures predictability and uniformity across your writing.
GPTypo highlights the specific sections that trigger detection, giving you targeted guidance on what to edit.
What Winston AI looks for
These are the types of signals that Winston AI's classifier measures. GPTypo checks for the same patterns.
Sentence uniformity
AI text tends to produce sentences of similar length and rhythm. High variance is a signal of human writing.
Low perplexity
Predictable word choices with few surprises. Human writers are messier and less statistically smooth.
AI vocabulary
Overuse of phrases like "furthermore," "it is important to note," and "multifaceted" that appear far more often in AI output.
Structural repetition
Repeated paragraph openers, parallel sentence structures, and formulaic transitions between ideas.
Missing texture
Human writing has contractions, hedging, asides, and first-person markers. AI text tends to be uniformly polished.
Document coherence
AI text often has a narrow vocabulary range and smooth sentence-to-sentence flow that reads as artificially consistent.