Etsy 評論匯出工具

Shop-level vs listing-level exports

Paste a etsy.com/shop/yourShop URL to pull every review across the entire shop in one file (rows include the item_title column so you can pivot per listing). Paste a single etsy.com/listing/... URL to pull reviews for just that one product.

Common workflows

• Seller self-review — pull all your shop reviews quarterly, sentiment-score the body to find recurring buyer concerns, address them in your listing copy.
• Reply-rate audit — count reviews where shop_reply_text is empty — Etsy buyers value sellers who reply.
• Product-line decisions — pivot reviews by item_title to see which listings drag down the shop average.
• Variation insight — group by item_variation to find which colour or size has the worst review average. Pull or restyle.
• Competitor research — pull a top-seller competitor's reviews to validate a niche before launching.
• UGC content — filter to rating = 5 with photos for your testimonial gallery (with buyer permission per Etsy ToS).

Plan limits

Per-listing size scales with your plan. Free (no signup): up to 100 reviews per listing. Personal: 5,000. Premium: 50,000. Business: 250,000 — see pricing for the full feature comparison and API tiers for the API-specific limits.