source draft · humanizer

Humanize a Gemini draft

Stock phrasing hides the specific point.

Source

Vibrant tapestry — this draft repeats polished but generic language.

One revision

The rewrite removes the stock phrasing and asks the writer to name the industries and the actual benefit.

Why this edit

Specific claims are easier to trust and edit than model-associated filler.

Preservation checklist

  • ✓ the writer’s intended claim
  • ✓ names, numbers, and quotations

Current live diagnosis

The current engines find 2 phrase matches and 3 writing-pattern issues. This result is calculated at page render time.

Signals: Vibrant, tapestry, tier1, em-dash

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