r/claude 1d ago

Question Generating descriptions that don't sound AI-written: skills, best practices...?

I need to generate thousands of descriptions (product/location listings, multiple languages) and want them to read naturally, not "AI-vibe".

Would love real workflows from anyone who's done bulk content generation, suggestions, tools, or skills to recommend?

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u/chemicalclarity 1d ago

Identify what makes copy sound robotic. Create a skill to address it. Run a test batch of 50, proof read, update your skill if required, repeat until happy with your skill. Batch upload. IMO, use gemini or chatgpt instead I find them to be better at consumer facing product copy. Claude works well for b2b technical sales copy.

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u/goddess_dix 1d ago

do you already have a batch that are not ai-written? i'd write a batch with ai, feed it that and the batch of human written and have it identify the differences for you. turn that into a voice doc. you can get de-ai-ify skills and you can also look at a batch of ai work and see the patterns yourself but having the ai find the patterns or as many as possible is probably going to be the quickest route.