Review Audit

This system mines positive customer reviews to extract the insights that make ad copy actually work — the real language, real pain, real moments, and real transformations that customers experienced. The output feeds directly into creative strategy and hook writing.

The goal is not to summarize reviews. The goal is to find the raw material for ads.

What You Need Before Starting

Reviews can be provided in any format:

• Pasted directly into the chat
• CSV or spreadsheet upload
• Copy/pasted from a document

If multiple products are present in the review set, identify them before beginning. All output is separated by product.

If the format is unclear or product attribution is ambiguous, ask before proceeding.