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Review Mining for Listing Copy (With Examples)

Few shot

Turn customer words into better product copy.

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Analyze the customer reviews below and extract language I can use ethically in my listing. Reviews (mine or my own product's only): [PASTE_REVIEWS]. Product: [PRODUCT].

Return:
1. A table of themes: Theme, Number of reviews mentioning it, Example phrase (short quote), Positive or negative, and Listing action.
2. Customer vocabulary: words buyers use for the product, the problem, and the benefit.
3. Objections and unmet expectations to answer in the listing or FAQ.
4. Three rewritten bullets that use customer language without copying any review verbatim.

Match this style of conversion from review to copy:
Review: "I kept dropping my old one in the sink, this one floats."
Copy: "Floats on water, so a slip into the sink won't lose it."

Rules: never invent reviews or quote anyone by name; do not make claims that customers have made unless I can substantiate them; flag any mention of safety, health, or legal issues for review. End by listing product improvements implied by the negative themes.

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