Before & after library
Academic communication
Academic abstract
A real-world academic communication rewrite, broken down across the five dimensions our engine optimizes for.
Before
This study aims to investigate the various factors that may potentially contribute to and influence the level of engagement observed among employees within remote-first organizations across multiple industries.
After
We studied 412 employees across 18 remote-first companies to identify what predicts engagement. Three factors stood out: weekly 1:1s, asynchronous decision logs, and clear scope on cross-team requests.
What the rewrite changed
A five-dimensional breakdown — the same lens the engine applies to every draft.
- Readability
- Replaces academic hedging with specific scope and findings.
- Tone
- Confident and informative — the abstract earns the read.
- Rhythm
- Two crisp sentences, varied length, with a list-like payoff.
- Audience resonance
- Reader sees the value before deciding to commit time.
- Clarity
- Method, scope, and headline finding all in 35 words.
Try the same rewrite on your draft
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