Prose Writing vs Generic Language Killer

Prose Writing

By Haowjy (Creative Writing)

Draft scenes and chapters following craft principles for fiction and creative non-fiction.

Generic Language Killer

By Kim Barrett (Advertising)

Replace vague, corporate fluff with clear, specific, human language that actually says something.

Prose Writing

• Controls psychic distance to create intimacy or context depending on the scene
• Uses free indirect discourse so third-person narration carries the character's voice
• Varies sentence rhythm to match emotional intensity and pacing
• Grounds scenes in specific sensory details filtered through the POV character
• Shows character states through action and behavior instead of labeling emotions

Generic Language Killer

• Identifies generic phrases, buzzwords, and corporate fluff in your copy
• Replaces vague language with specific, direct statements
• Rewrites text to sound more human and less polished-to-death
• Transforms AI-sounding or overly formal copy into clear, real language

Reach for Prose Writing when…

• You're drafting or revising fiction and the prose feels flat or generic
• You need emotional scenes to feel intimate and high-stakes scenes to feel tense
• You're writing creative non-fiction or memoir and want vivid, immersive storytelling
• You want AI to write in a character's voice, not just report what happened

Reach for Generic Language Killer when…

• You're reviewing marketing copy that sounds too generic or fluffy
• Your product description reads like every other SaaS landing page
• An email draft sounds corporate when you want it to feel personal
• You need to make AI-generated content sound like a human wrote it