Shop Health & Analytics

Etsy Review Analyzer | Sentiment + Keyword Insights

Analyze listing reviews for sentiment, recurring keywords, and common issues—then copy insights to improve conversion.

Quick steps
  1. 1Paste a listing URL (or ID).
  2. 2Run analysis to see patterns and keywords.
  3. 3Copy insights into your listing improvements.
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
Define the listing and filters to re-sync insights.
How many recent reviews to parse
Only analyze reviews with imagery
Comma separated
Comma separated

Momentum

Signal timeline

Cached
0.4s

Verified

48

Min rating

4?

Pulled

2/10/2026, 11:47:23 PM

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%
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.

Stunning quality and such sweet packaging.

Arrived a day late but still gorgeous.

How to use this tool

  1. Step 1

    Paste a listing URL (or ID).

  2. Step 2

    Run analysis to see patterns and keywords.

  3. Step 3

    Copy insights into your listing improvements.

Tip: If you get stuck, refresh the page to reset the tool, then try again with the example input shown in the placeholders.