For E-Commerce Coordinators ·
What you'll accomplish
Fifty to two hundred product reviews analyzed in under 10 minutes, covering top praise themes, complaint patterns, and specific improvements that could raise your star rating and conversion rate. That's what Claude makes possible, and this guide shows you exactly how to run the analysis.
What you'll need
For Shopify: Go to Apps → your reviews app (Judge.me, Okendo, Stamped) → export CSV.
I'm going to paste customer reviews for my [product name]. I want you to analyze them and give me:
1. Top 5 things customers love most (with examples from reviews)
2. Top 5 complaints or concerns (with examples from reviews)
3. 3 specific changes that would most improve my average rating
4. 2 phrases customers use repeatedly that I should add to my listing copy
5. Any surprising insights
Ready? Here are the reviews:
What you should see: Claude processes all reviews and provides a structured analysis within 30-60 seconds. Troubleshooting: If Claude says the input is too long (free tier has limits), split into two batches: paste first 25 reviews, then ask "What patterns do you see?" Then paste the next 25 and ask "Add these to your analysis."
What you should see: A list of verbatim phrases like "holds up after multiple washes," "thicker than expected," "arrived fast and well-packaged," which is language customers actually use.
Full analysis:
Analyze these [N] reviews for [product]. Give me: top 5 praises, top 5 complaints, 3 rating-improvement actions, and 5 listing copy phrases. Reviews: [paste]
Complaint deep-dive:
These are the 1 and 2-star reviews for my [product]. Identify: the #1 root cause of dissatisfaction and whether it's a product issue, listing expectation issue, or packaging issue. Reviews: [paste]
Competitive comparison:
Here are reviews from my product and my top competitor's product. Where do customers prefer mine? Where does the competitor win? What should I communicate differently? Reviews: [paste both sets]