Nielsen Norman Group

Product-Specific GenAI Needs to Write for the Web


Summary: Generative-AI outputs need to be concise, scannable, follow the inverted pyramid, and use plain language.


Users don’t read they scan . To accommodate this behavior, content writers use techniques like chunking , bullet points , and strategic formatting to improve scannability.

Unfortunately, many product teams have forgotten these principles in their rush to include generative AI (genAI) tools . Our recent study showed that AI-generated content often violates fundamental principles of writing for the web.

Emulate Broad-Scope AI Tools

We recently ran a study looking at how people use various product-embedded genAI features like Carvana’s Sebastian or Instagram’s AI search and how these tools compare with broad-scope , general-purpose AI tools like ChatGPT and Perplexity.

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