'Leverage' and 'utilize' — AI corporate jargon

'Leverage', 'utilize' and 'utilise' are over-represented in LLM output versus natural professional writing. Plain 'use' is almost always correct.

What ProfText flags

Corporate buzzwords favored by AI. Often used where simpler words work.

Phrases this rule catches

• leverage
• leveraging
• utilize
• utilizing

How to fix it

Use 'use', 'apply', or be specific about what's being done.

Why this matters

Both words have legitimate technical uses ('leverage' in finance, 'utilize' in engineering) but as generic verbs meaning 'use' they are AI calling cards. Plain 'use' is shorter, clearer, and almost always correct. Editors at major publishers now reject manuscripts on the density of these two words alone. The same overuse appears in French ('exploiter', 'utiliser') and Spanish ('aprovechar', 'utilizar').

Languages

• en
• fr
• es
• de
• it

Detection pattern

\b(leverage|leveraging|utilize|utilizing)\b

Related rules

• Em dash (—) — the classic AI writing tellThe em dash is the most over-used punctuation mark in ChatGPT and Claude output. Detect overuse before it gives your text away.
• 'Delve' — the most-flagged AI vocabulary tell'Delve' and its variants appear in AI output at orders of magnitude above their natural baseline. The single highest-signal vocabulary tell.
• 'It is crucial / vital / essential' — AI emphasis fillerAI models pad arguments with declared importance instead of demonstrating it. Detect filler emphasis phrases that add no information.
• 'Landscape' — AI corporate cliché'In the landscape of', 'the evolving landscape', 'navigate the landscape' — AI loves the metaphor and overuses it everywhere.