EtsyScope

Shop Reviews Analysis

Shop Health & Analytics

Etsy Shop Reviews Analysis | AI Shop Feedback Intelligence

Analyze Etsy shop reviews with AI summaries, positive and negative themes, common complaints, product opportunities, support improvements, shipping insights, and a prioritized action plan.

Workflow

Start with clean inputs, review results, then export or save.

  1. 1Paste an Etsy shop URL or shop name.
  2. 2Analyze shop-level review patterns across products and customer experience.
  3. 3Review AI recommendations for product, support, shipping, and growth improvements.
Recent results

Reopen your latest work without running the tool again.

Listing Pulse

Listing Pulse Analyzer

Drop an Etsy listing, filter the timeframe, and let the dashboard surface sentiment trends, keywords, and action-ready insights.

Avg rating

4.86

Reviews tracked

64

Photo share

28%

Studio Arcadia

Shop snapshot

Studio Arcadia

4.90 ? · 4,120 reviews

Mission controls
Paste an Etsy shop URL or shop name and choose the review filters to analyze.
Safety cap after the selected timeframe is applied
Only analyze reviews with imagery
Comma separated
Comma separated

Momentum

Signal timeline

Cached
0.4s

Verified

48

Min rating

4?

Pulled

6/17/2026, 7:17:36 AM

AI digest
Summaries shoppers would write for you.

Buyers rave about the delicate craftsmanship, fast shipping, and the thoughtful packaging extras.

Buyers love

  • Gift-ready packaging delights multiple reviewers
  • Personalization and communication feel premium
  • Photo accuracy matches final product

Watch-outs

  • Some buyers wish chains were thicker
  • Holiday rush can extend turnaround by ~2 days
Sentiment breakdown
Positive vs neutral vs negative share.
Positive54 · 84%
Neutral6 · 9%
Negative4 · 6%
Customer feedback intelligence
AI-style synthesis of what buyers are praising, questioning, and asking you to improve.

Buyers rave about the delicate craftsmanship, fast shipping, and the thoughtful packaging extras.

Positive themes

  • Gift-ready packaging delights multiple reviewers
  • Personalization and communication feel premium
  • Photo accuracy matches final product

Negative themes

  • Some buyers wish chains were thicker
  • Holiday rush can extend turnaround by ~2 days
Opportunity detection
Conversion, support, and product opportunities extracted from review patterns.
Reuse photo-review language as social proof in listing images and off-Etsy landing pages.
Promote the rating strength in your listing image stack and product-page review widget.
Common complaints
  • No strong signal detected in this review sample.
Product improvements
  • Audit product details that customers mention most often and clarify expectations in photos and description.
  • Investigate recurring risk terms: chain.
Support improvements
  • Add a simple post-purchase message flow to catch issues before they become low-star reviews.
Shipping & packaging
  • 2 recent reviews mention shipping or packaging. Use those phrases in trust-building listing copy.
Prioritized action plan
A seller-friendly sequence for improving the product and customer experience.
1

Fix the top risk: Some buyers wish chains were thicker

2

Amplify the strongest proof point: Gift-ready packaging delights multiple reviewers

3

2 recent reviews mention shipping or packaging. Use those phrases in trust-building listing copy.

4

Update listing copy with one customer phrase buyers already use.

Keyword signals
Most-mentioned words grouped by sentiment.
packaging · 11gift · 9shipping · 7chain · 4custom · 6
Operational insights
Highlights + risks extracted from the pull.

Fans love this listing

84% of recent reviews are 4-5 stars.

Chains mentioned in low-star reviews

Consider offering a thicker upgrade option.

Leverage photo reviews

28% of buyers share images – perfect for ads.

Recent review feed
Newest quotes that shaped this analysis.
Listing #123456789Jun 16, 2026

Stunning quality and such sweet packaging.

Listing #123456789Jun 13, 2026

Arrived a day late but still gorgeous.

Seller guide
What sellers use this tool for
Built around common Etsy search questions and practical listing decisions.

Analyze Etsy shop reviews

Find customer service complaints

Understand shop reputation

Improve Etsy customer experience

Best for

  • Understanding what buyers praise or criticize across the shop
  • Finding repeated support, shipping, packaging, and product issues
  • Turning review themes into a prioritized improvement plan
Inputs and outputs
Know what to enter and what to expect before running the tool.

You enter

  • Shop URL or shop name
  • Review sample
  • Optional focus keywords

You get back

  • AI review summary
  • Positive and negative themes
  • Common complaints
  • Product, support, shipping, and packaging recommendations
  • Prioritized action plan
Practical tips
Separate product issues from support and fulfillment issues before acting.
Use repeated positive phrases as trust copy on shop and product pages.
Treat repeated complaints as operational fixes, not isolated opinions.
Common questions