Summarise customer reviews
Finds repeated themes across customer reviews.
Use this workflow when you want a clearer view of customer reviews without reading every one in detail. AI can find patterns, but it should not replace judgement.
Collect reviews, remove private details and decide what you want to understand. Separate recent reviews if older feedback may no longer reflect the service.
Input: 50 reviews for a local service business. Output shape: common praise, repeated problems, useful phrases, possible improvements and questions to check.
Check repeated claims against the actual reviews. Look for date patterns, service changes and whether one strong comment is being treated as a general trend.
Support & Automation
Paste anonymised reviews.
Ask AI to find patterns.
Use the findings to improve service.
Copy this Prompt:
Summarise these customer reviews. Find common praise, common problems, repeated words and practical actions we can take.

Nova9 tool of choice
Common mistakes
Treating all reviews as equal. Recent, detailed and repeated comments usually tell you more than old or vague feedback.
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