'Landscape' — AI corporate cliché

'In the landscape of', 'the evolving landscape', 'navigate the landscape' — AI loves the metaphor and overuses it everywhere.

What ProfText flags

'Landscape' as metaphor is overused in AI and corporate text.

Phrases this rule catches

• in the landscape
• the evolving landscape
• the current landscape
• navigate the landscape

How to fix it

Be specific: 'in the market', 'among competitors', 'in the industry'.

Why this matters

The word 'landscape' as a metaphor for any field or industry is a tell. ChatGPT and Claude reach for it in opening paragraphs of essays, reports, and marketing copy. In real writing the metaphor is reserved for moments where the visual evokes scale — most uses in AI output are decorative filler. Substitute the actual field name ('the AI industry', 'European labour law') or remove the phrase entirely.

Languages

• en
• fr
• es
• de
• it

Detection pattern

\b(in\s+the\s+landscape|the\s+evolving\s+landscape|the\s+current\s+landscape|navigate\s+the\s+landscape)\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.
• '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.