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

Paste your text and apply the same five-dimensional refinement in seconds.

Open the rewrite engine