VOCABULARY FINGERPRINT
See where your language starts to echo.
Map vocabulary range, recurring terms, repeated phrases and sentence openings. The analysis runs entirely in your browser and treats repetition as a writing signal—not an automatic fault.
RANGEREPETITION
evidenceclaritysourceanswerrepeat
PRIVATE, IN-BROWSER ANALYSIS
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For a stable reading, use at least 100 words. Longer text is compared in moving windows so it is not unfairly penalised simply for being long.
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LEXICAL PROFILE
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—MATTR · 50
ECHO MAP
Where the dominant terms recur.
Each row is a frequent content term; each cell represents one segment of the text. Brighter cells mean more occurrences in that segment.
Concentrated vocabulary.
Repeated word sequences.
SENTENCE OPENINGS
Repeated ways of beginning.
Repeated openings can create a mechanical rhythm. They may also be deliberate parallel structure, so review them in context.
Range is not a synonym contest.
Keep necessary product names, legal terms and topic language consistent. Investigate accidental clusters, template residue and repeated sentence shapes. A strong edit improves precision and rhythm without replacing clear words merely to make the metric rise.
Read the complete methodology →