🎨 Etsy Product Research & Hidden Tags / SEO Extractor

Scrape Etsy search rankings, pricing, seller shops, and extract the exact 13 hidden SEO tags used by best-selling listings.

Built for print-on-demand (POD) sellers, handmade shop owners, digital download creators, and e-commerce researchers finding profitable niches and high-converting Etsy keywords.

---

⚡ Why Use This Etsy Scraper?

• Hidden SEO Tag Extraction: Every successful Etsy seller optimizes their listing with up to 13 hidden keyword tags. This Actor unlocks those exact tags so you can replicate winning SEO strategies.
• Bestseller & Pricing Intelligence: Identifies which listings hold the official Bestseller badge, tracks pricing sweet spots, and extracts seller shop names.
• Lightweight & Fast: Uses smart HTTP streaming with automatic Cloudflare handling, delivering results in seconds without burning expensive compute on slow browser clicks.
• AI Agent Ready: Clean JSON schema optimized for automated product idea generation, title rewriters, and keyword clustering tools.
• Proxy Recommendation: Etsy uses Cloudflare protection. For enterprise high-volume runs, enable Apify Residential Proxies in proxy settings.

---

📥 Input Parameters

Field	Type	Description	Default
searchQueries	Array<String>	Required. List of search keywords (e.g. leather wallet, handmade candle).	["leather wallet", "handmade candle"]
maxListingsPerQuery	Integer	Number of top search results to inspect.	20
extractTags	Boolean	Whether to visit listing pages and extract the 13 hidden ranking tags.	true
proxyConfiguration	Object	Optional Apify proxy configuration (defaults to Apify Proxy in cloud).	None

---

📤 Output Dataset Format

{
  "query": "leather wallet",
  "listingId": "1428571930",
  "title": "Personalized Leather Wallet, Men's Bifold Wallet, Custom Engraved Gift",
  "url": "https://www.etsy.com/listing/1428571930",
  "price": 34.99,
  "currency": "USD",
  "shopName": "CustomLeatherCrafts",
  "isBestseller": true,
  "tags": [
    "mens wallet",
    "personalized gift",
    "engraved wallet",
    "bifold wallet",
    "leather anniversary",
    "fathers day gift",
    "groomsmen gift",
    "custom leather"
  ],
  "tagCount": 8,
  "imageUrl": "https://i.etsystatic.com/26481720/r/il/a38bc1/4728192847/il_570xN.4728192847_98kd.jpg",
  "scrapedAt": "2026-11-04T08:00:00.000Z"
}

---

🤖 Using with AI Agents & LangChain / Python

from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")
run = client.actor("phoebe-labs/etsy-product-tag-scraper").call(run_input={
    "searchQueries": ["minimalist wall art", "digital planner 2026"],
    "maxListingsPerQuery": 10
})

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(f"[{item['shopName']}] {item['title']} - ${item['price']}")
    print("Tags:", ", ".join(item["tags"]))