# Etsy Bestsellers & Tags Scraper (`magic-scraper/etsy-bestsellers-tags-scraper`) Actor

Extract Etsy listings with bestseller & star seller badges, real discounts, ratings, SEO keyword tags, shop info and prices. No login, export to CSV/Excel/JSON.

- **URL**: https://apify.com/magic-scraper/etsy-bestsellers-tags-scraper.md
- **Developed by:** [Magic](https://apify.com/magic-scraper) (community)
- **Categories:** E-commerce, Lead generation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $2.25 / 1,000 results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## 🎨 Etsy Bestsellers & Tags Scraper: Badges, Discounts, SEO Tags & Shop Data

[![Etsy Bestsellers Scraper](https://apify.com/actor-badge?actor=magic-scraper/etsy-bestsellers-tags-scraper)](https://apify.com/magic-scraper/etsy-bestsellers-tags-scraper)
![No Cookies Required](https://img.shields.io/badge/Cookies-Not%20Required-success?style=flat-square)
![Pay-Per-Result](https://img.shields.io/badge/Pricing-$3.00%20%2F%201K%20results-blue?style=flat-square)
![Run time](https://img.shields.io/badge/Run%20time-~10s%20per%20100%20listings-brightgreen?style=flat-square)
![Export](https://img.shields.io/badge/Export-JSON%20|%20CSV%20|%20Excel-orange?style=flat-square)

Extract Etsy listings with bestseller & star seller badges, active discounts, ratings, SEO keyword tags, shop details and prices at scale.

Engineered for **Etsy sellers, POD creators, digital product designers, dropshippers, and e-commerce researchers** who need real-time competitive intelligence without logging in to Etsy.

***

### ⚡ What is Etsy Bestsellers & Tags Scraper?

Etsy is home to over 100 million unique handmade and vintage items. Finding what is truly selling right now is difficult because standard search hides live conversion signals.

This Actor extracts actionable commercial metrics directly from Etsy's search results and listing cards:

- **Official Badges:** Filter by `Bestseller`, `Star Seller`, `Free Shipping`, and `Digital Download`.
- **Real Discounts:** Compare original vs current selling price and calculated discount percentage.
- **SEO Keyword Tags:** Up to ~23 keyword tags per listing taken from Etsy's own *Explore related searches* tag block on the listing page (Etsy's `/market/` tag pages built from the listing's tags) — not guessed from the title.
- **Shop Visibility:** Shop names, IDs, storefront URLs, shop star rating and review count to monitor top-performing competitors.
- **Ads Detection:** `isRunningAds` shows which listings are promoted with Etsy Ads.

***

### 🚀 Key Facts

| | |
| :--- | :--- |
| **Pricing** | 💰 **$3.00 / 1,000 listings** ($0.003 per result) + $0.00005 start fee |
| **Run time (measured)** | ⏱️ ~11 s total for 5 keywords × 20 listings + 3 direct URLs (102 listings with tags), 512 MB memory (uses <100 MB) |
| **Badges as flags** | ✅ `isBestseller`, `isStarSeller`, `isFreeShipping`, `isDigitalDownload` |
| **SEO Tags** | ✅ Etsy's own related-search tags for every listing, in the same run |
| **How it works** | ⚡ Plain HTTP, no browser: Etsy's search page plus Etsy's own listing-card and tag endpoints, through Apify residential proxy (Etsy is protected by DataDome) |
| **Account / Cookies** | ✅ Not required |

***

### 📖 How to Use (Step-by-Step)

#### Option A: Search by Keywords

1. Enter your target search keywords in `🔍 Search Keywords` (e.g. `minimalist wall art`, `leather wallet`, `canva template`).
2. Set `💯 Max Listings per Keyword` (e.g. 50 or 500).
3. Optionally enable filters: `🏆 Bestsellers Only`, `🏷️ On Sale Only`, or `🚚 Free Shipping Only`.
4. Click **Start** and export results to CSV, Excel, or JSON.

#### Option B: Scrape Direct Listing URLs

1. Paste specific listing URLs in `🔗 Direct Etsy Listing URLs` (e.g. `https://www.etsy.com/listing/1789234567`).
2. The scraper loads each listing through Etsy's own listing-card and tag endpoints and returns the same fields as a search result: pricing, badges, shop details and SEO tags. Plain numeric listing IDs work too.

***

### 💳 Transparent Pay-Per-Result Pricing

This Actor uses the transparent **Pay-Per-Result (Pay-Per-Event)** pricing model:

- **$3.00 per 1,000 listings** ($0.003 per result).
- **$0.00005 minimal start fee**.
- **Free Tier Friendly:** With Apify's free $5 monthly credit, you can extract about **1,660 listings every month at zero cost**.

***

### 📥 Input Parameters

| Parameter | Type | Required | Default | Description |
| :--- | :--- | :---: | :---: | :--- |
| `🔍 searchQueries` | `array[string]` | No | `[]` (form prefill: `minimalist wall art`, `leather wallet`) | Keywords or product niches to search on Etsy. |
| `🔗 listingUrls` | `array[string]` | No | `[]` | Direct Etsy listing URLs (any locale, e.g. `/uk/listing/...`) or numeric listing IDs. |
| `💯 maxResultsPerQuery` | `integer` | No | `30` | Maximum listings to extract per search query (1–1000). |
| `🎯 sortBy` | `string` | No | `"most_relevant"` | Sorting: `most_relevant`, `price_asc`, `price_desc`, `newest`. |
| `🌍 countryCode` | `string` | No | `"US"` | Country of the residential IP: ranking, prices and currency follow this market (e.g. `DE` → EUR, `CA` → CAD). |
| `🏆 bestsellersOnly` | `boolean` | No | `false` | When enabled, only saves items marked with Etsy Bestseller badge. |
| `🏷️ onSaleOnly` | `boolean` | No | `false` | When enabled, only saves listings with an active price discount. |
| `🚚 freeShippingOnly` | `boolean` | No | `false` | When enabled, only saves items that qualify for free shipping. |
| `🌐 proxyConfiguration` | `object` | No | Apify RESIDENTIAL | Etsy answers 403 to datacenter and cloud-server IPs, so residential proxy in `countryCode` is the default. Its traffic (~9 KB per listing) is covered by the price per result. |

***

### 📤 Sample Output (JSON)

```json
{
  "listingId": "4413275617",
  "title": "18K GOLD Chain Necklace - Thick Big Link Chain Twist Figaro Bead Herringbone Necklace Pearl Waterproof Necklace for Women Men Christmas Gift",
  "price": 29.18,
  "originalPrice": 44.9,
  "currency": "USD",
  "discountPercentage": 35,
  "isOnSale": true,
  "inCartCount": null,
  "isBestseller": true,
  "isStarSeller": true,
  "isFreeShipping": false,
  "isDigitalDownload": false,
  "isRunningAds": true,
  "rating": 4.81,
  "reviewsCount": 19800,
  "shopName": "GoldnBlonde",
  "shopId": "31814650",
  "shopUrl": "https://www.etsy.com/shop/GoldnBlonde",
  "listingUrl": "https://www.etsy.com/listing/4413275617",
  "imageUrl": "https://i.etsystatic.com/31814650/r/il/5ee12f/8760570770/il_255x319.8760570770_3ju8.jpg",
  "tags": [
    "Most Popular Jewelry",
    "18k Necklace Chain",
    "Gold Plated Chain",
    "Gold Necklace Chain",
    "18k Gold Necklace",
    "Waterproof Gold Chain for Teens"
  ],
  "searchQuery": "gold necklace",
  "scrapedAt": "2026-10-30T10:58:43.211306+00:00"
}
```

> `tags` is shortened above; real records contain ~20–23 phrases. `rating` and `reviewsCount` are the **shop's** star rating and review count exactly as Etsy shows them on the card (Etsy rounds large counts, e.g. "19.8k" → `19800`). Fields Etsy does not show (e.g. `inCartCount`) are `null` rather than guessed.

***

### ⛔ What this Actor does not do

- **No in-cart counter.** Etsy does not include "in N carts" in search results served to guests, so `inCartCount` is almost always `null`.
- **No per-listing review count.** Search cards show only the shop's rating and review count, which is what `rating` / `reviewsCount` contain.
- **Mobile-site ranking.** Results follow the ranking Etsy serves to its mobile site, which can differ from the desktop order by a few positions.
- **Filters apply after collection.** `bestsellersOnly`, `onSaleOnly` and `freeShippingOnly` filter the first `maxResultsPerQuery` listings, so you may get fewer rows than the maximum.
- **No login-only data** (favorites, buyer-specific prices).

***

### 🎯 High-Value Use Cases

- **Etsy Tag & SEO Research:** Discover high-converting tags used by top sellers to rank your own listings.
- **Trending Product Discovery:** Track bestseller and star-seller badges to spot what sells in your niche.
- **Price Optimization:** Monitor price cuts, sales, and discounts across your competitive niche.
- **POD & Digital Asset Ideation:** Filter by `isDigitalDownload` to find profitable printable products.

***

### 💻 Python API Example

```python
from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_API_TOKEN")

run_input = {
    "searchQueries": ["minimalist wall art", "handmade ceramic mug"],
    "maxResultsPerQuery": 50,
    "bestsellersOnly": True,
    "sortBy": "most_relevant"
}

run = client.actor("magic-scraper/etsy-bestsellers-tags-scraper").call(run_input=run_input)

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    badge = "[Bestseller] " if item["isBestseller"] else ""
    print(f"{badge}{item['title']} - ${item['price']} ({item['shopName']})")
```

***

### 🤝 Support & Feedback

Encountering an issue or need a customized feature? Please open an issue in the **Issues** tab or contact our team through Apify console.

***

### 🔗 Related E-commerce Scrapers

- 🛍️ [Temu Trending Products & Lightning Deals Tracker](https://apify.com/magic-scraper/temu-trending-products-scraper) — Temu lightning deals, 5-star and local-warehouse feeds with units sold, estimated revenue and category ranks.
- 🔍 [TikTok Shop Search Scraper](https://apify.com/magic-scraper/tiktok-shop-search-scraper) — TikTok Shop products by keyword with live prices, units sold and estimated revenue.
- 📇 [eBay Seller Contact Scraper](https://apify.com/magic-scraper/ebay-seller-contact-scraper) — Business name, address, phone and email of eBay sellers from item IDs.

***

### SEO Keywords

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# Actor input Schema

## `searchQueries` (type: `array`):

Keywords or search phrases to find products on Etsy (e.g. 'minimalist wall art', 'leather wallet').

## `listingUrls` (type: `array`):

Paste specific Etsy listing URLs or numeric listing IDs (e.g. 'https://www.etsy.com/listing/4494184279/...'). Each returns the same fields as a search result, including tags.

## `maxResultsPerQuery` (type: `integer`):

Maximum number of listings to collect for each search keyword.

## `sortBy` (type: `string`):

Sorting criteria for Etsy search results.

## `countryCode` (type: `string`):

Country of the residential IP Etsy sees: search ranking, prices and free-shipping flags follow this market.

## `bestsellersOnly` (type: `boolean`):

If enabled, only listings with the official Etsy Bestseller badge will be saved.

## `onSaleOnly` (type: `boolean`):

If enabled, only listings with active discounts will be saved.

## `freeShippingOnly` (type: `boolean`):

If enabled, only listings offering free shipping will be saved.

## `proxyConfiguration` (type: `object`):

Etsy blocks datacenter and cloud-server IPs, so with Apify Proxy on the Actor uses the RESIDENTIAL group in the selected country (unless you pick other groups or your own proxy URLs). Residential traffic is already included in the price per result. Without a residential proxy Etsy answers 403 and nothing is saved.

## Actor input object example

```json
{
  "searchQueries": [
    "minimalist wall art",
    "leather wallet"
  ],
  "maxResultsPerQuery": 15,
  "sortBy": "most_relevant",
  "countryCode": "US",
  "bestsellersOnly": false,
  "onSaleOnly": false,
  "freeShippingOnly": false,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

# Actor output Schema

## `results` (type: `string`):

Dataset items with listing details, pricing, demand signals, shop info and Etsy related-search tags.

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "searchQueries": [
        "minimalist wall art",
        "leather wallet"
    ],
    "maxResultsPerQuery": 15,
    "proxyConfiguration": {
        "useApifyProxy": true
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("magic-scraper/etsy-bestsellers-tags-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "searchQueries": [
        "minimalist wall art",
        "leather wallet",
    ],
    "maxResultsPerQuery": 15,
    "proxyConfiguration": { "useApifyProxy": True },
}

# Run the Actor and wait for it to finish
run = client.actor("magic-scraper/etsy-bestsellers-tags-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "searchQueries": [
    "minimalist wall art",
    "leather wallet"
  ],
  "maxResultsPerQuery": 15,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}' |
apify call magic-scraper/etsy-bestsellers-tags-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,magic-scraper/etsy-bestsellers-tags-scraper"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/oq4X6yCKFqaRlgjqY/builds/A35auFbzp6i3XwWPM/openapi.json