# Etsy Trending Products Scraper: Sales & Tags (`laborious_rumor/etsy-trending-handmade-product-keyword-scraper`) Actor

Scrape trending Etsy listings, prices, shop names, bestseller badges, and tag keywords for print-on-demand and handmade sellers.

- **URL**: https://apify.com/laborious_rumor/etsy-trending-handmade-product-keyword-scraper.md
- **Developed by:** [Lakshay Papneja](https://apify.com/laborious_rumor) (community)
- **Categories:** E-commerce, Marketing, Lead generation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $3.00 / 1,000 etsy trending products

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

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 Trending Products Scraper: Sales & Tags (v1.0)

Scrape trending handmade products, personalized gifts, shop names, and pricing from **Etsy** search results.

Built for print-on-demand (POD) creators, handmade artisans, e-commerce dropshippers, and market research analysts.

***

### ⚡ Key Capabilities

- **Bestseller & Popularity Detection**: Flags listings with official Bestseller and Star Seller tags.
- **Price & Currency Normalization**: Extracts current selling prices, original discount prices, and currencies.
- **Shop & Social Proof**: Scrapes artisan shop names, aggregate star ratings (1.0–5.0), and total review counts.
- **Keyword Clustering**: Group products by search queries to identify high-converting product ideas and keyword demand.

***

### ⚙️ Input Parameters

| Field | Type | Default | Description |
| :--- | :--- | :--- | :--- |
| `searchQueries` | `array` | `["custom leather wallet", "minimalist desk organizer"]` | List of keywords or niches to search on Etsy. |
| `maxProductsPerQuery` | `integer` | `30` | Maximum listings to extract per search keyword (up to 1,000). |
| `onlyBestsellers` | `boolean` | `false` | Restrict output to listings with Bestseller or Popular badges. |

***

### 📦 Sample Dataset Record

```json
{
  "query": "custom leather wallet",
  "listingId": "1489281720",
  "title": "Handcrafted Custom Leather Wallet - Personalized Gift",
  "price": 34.50,
  "currency": "USD",
  "shopName": "HeritageLeatherCraft",
  "rating": 4.95,
  "reviewCount": 342,
  "isBestseller": true,
  "productUrl": "https://www.etsy.com/listing/1489281720",
  "scrapedAt": "2026-10-31T20:56:00.000Z"
}
```

# Actor input Schema

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

Keywords or product categories to search on Etsy (e.g. 'custom leather wallet', 'minimalist jewelry', 'pottery mug').

## `maxProductsPerQuery` (type: `integer`):

Maximum listings to extract per search query (up to 1,000).

## `onlyBestsellers` (type: `boolean`):

Filter results to only listings tagged with Bestseller, Popular Now, or Star Seller badges.

## Actor input object example

```json
{
  "searchQueries": [
    "custom leather wallet",
    "minimalist desk organizer"
  ],
  "maxProductsPerQuery": 30,
  "onlyBestsellers": false
}
```

# Actor output Schema

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

No description

# 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 = {};

// Run the Actor and wait for it to finish
const run = await client.actor("laborious_rumor/etsy-trending-handmade-product-keyword-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 = {}

# Run the Actor and wait for it to finish
run = client.actor("laborious_rumor/etsy-trending-handmade-product-keyword-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 '{}' |
apify call laborious_rumor/etsy-trending-handmade-product-keyword-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,laborious_rumor/etsy-trending-handmade-product-keyword-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/RdPbeKs6aP0g5sh2X/builds/DsOK8Ve7Tvw1F14JL/openapi.json