# Wish Product Scraper (`axlymxp/wish-product-scraper`) Actor

Scrape Wish.com products by keyword, category, collection (Deals Hub) or product ID. Fast direct-API client, no browser. Get USD prices, ratings, sales counts, merchant info, variations, images and reviews as clean JSON. Pay only for results.

- **URL**: https://apify.com/axlymxp/wish-product-scraper.md
- **Developed by:** [axly](https://apify.com/axlymxp) (community)
- **Categories:** E-commerce
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $4.00 / 1,000 dataset items

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/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
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.
Actors are written with capital "A".

## 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.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

## Wish Product Scraper

Extract product data from **Wish.com** at scale — by keyword search, category,
collection (Deals Hub / flash sale), or direct product ID. Built on a fast,
direct mobile-API client (no headless browser), so runs are quick, cheap, and
reliable, and every row carries a **stable USD price** plus ratings, sales
counts, merchant info, variations, images, and optional reviews.

### Who it's for

- **Dropshippers & e-commerce sellers** — find winning products, track prices and
  demand signals (`num_bought`, ratings) across categories.
- **Price & catalog researchers** — bulk product data with consistent USD pricing.
- **Market analysts** — category and Deals Hub monitoring.
- **Developers & data teams** — clean, stable JSON for pipelines and dashboards.

### What you get (output fields)

| Field | Description |
|---|---|
| `product_id` | Wish 24-hex product id |
| `name` | Product title |
| `url` | Product page URL |
| `image_url` | Primary image |
| `price_usd` | Price in USD (stable across geos) |
| `price_local` / `currency` | Localized price + currency code |
| `crossed_price_usd` | Original / crossed-out price if discounted |
| `rating` / `review_count` | Average rating and number of reviews |
| `num_bought` | Reported number of purchases |
| `merchant_id` / `merchant_name` | Store identity |
| `is_sold_out` / `variation_count` | From product detail |
| `images` | Product image gallery (from detail) |
| `reviews` | Customer reviews (rating, comment, author, date) when enabled |
| `source` / `scraped_at` | Provenance + ISO-8601 timestamp |

### Use cases

- **Product research / winning-product discovery** — search a niche, sort by
  `num_bought` and `rating`, enrich the best with detail + reviews.
- **Price monitoring** — schedule daily runs over your product IDs and diff
  `price_usd`.
- **Category & Deals Hub tracking** — pull `dealshub_flashsale` or a category
  handle to watch what Wish is pushing.
- **Review mining** — enable reviews to feed sentiment analysis.

### Input parameters

| Field | Type | Default | Description |
|---|---|---|---|
| `searchQueries` | array | `[]` | Keywords, one search each |
| `categoryHandles` | array | `[]` | Category handles (e.g. `bs_03`) |
| `collectionTags` | array | `[]` | Collection tags (e.g. `dealshub_flashsale`) |
| `productIds` | array | `[]` | Direct product IDs or URLs |
| `maxItems` | integer | `200` | Global cap on rows |
| `maxPagesPerQuery` | integer | `5` | Pages per keyword/category (30/page) |
| `fetchDetail` | boolean | `true` | Enrich each product with the detail page |
| `fetchReviews` | boolean | `false` | Include customer reviews |
| `maxReviewsPerProduct` | integer | `10` | Review cap when reviews are on |
| `proxyConfiguration` | object | off | Optional proxy for large runs |

### Example input

```json
{
  "searchQueries": ["phone case", "led strip lights"],
  "collectionTags": ["dealshub_flashsale"],
  "maxItems": 500,
  "maxPagesPerQuery": 5,
  "fetchDetail": true,
  "fetchReviews": false
}
````

### Example output row

```json
{
  "product_id": "6481b153fcf9e035caa4a633",
  "name": "PlusAcc Waterproof Case for Samsung Galaxy S23 Ultra",
  "url": "https://www.wish.com/product/6481b153fcf9e035caa4a633",
  "price_usd": 20.04,
  "price_local": 3254.0,
  "currency": "JPY",
  "rating": 4.0,
  "review_count": 1,
  "num_bought": 0,
  "merchant_name": "PlusAcc",
  "is_sold_out": false,
  "variation_count": 1,
  "source": "search:phone case",
  "scraped_at": "2026-07-15T04:00:00Z"
}
```

### Scheduling & webhooks

Run on a schedule (e.g. daily price checks) from the Apify Console, and attach a
**webhook** to push finished datasets straight into your own systems or a Google
Sheet / database via Apify integrations.

### AI assistants (MCP)

Prefer live, conversational access from Claude, Cursor, or ChatGPT? Use the
companion **Wish Scraper MCP** actor, which exposes search, product detail,
reviews, categories, and autocomplete as MCP tools.

### FAQ

**Where does the data come from?** Wish.com's own mobile app API — the same data
the app shows, returned as clean JSON.

**Do I need proxies or accounts?** No. The actor runs without login and works from
Apify's infrastructure out of the box; proxies are optional for very large runs.

**How fresh is the data?** Live — each run fetches current data at run time.

**Why are some prices in a non-USD currency?** Wish localizes the displayed price
by region; `price_usd` is always provided as a stable value regardless.

**Can it get full detail and reviews?** Yes — enable `fetchDetail` (on by default)
and `fetchReviews` to enrich each product.

**Is it reliable?** It calls the API directly (no fragile browser automation) and
skips/logs per-item failures so one bad product never aborts a run.

# Actor input Schema

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

Keywords to search on Wish.com (one search per keyword).

## `categoryHandles` (type: `array`):

Wish category handles to browse (e.g. bs\_03). Discover handles via the MCP actor's categories tool or the Deals/category pages.

## `collectionTags` (type: `array`):

Tagged collection feeds to scrape (e.g. dealshub\_flashsale for Deals Hub / flash sale).

## `productIds` (type: `array`):

Direct Wish product IDs (24-hex) or product/reviews URLs to fetch full detail for.

## `maxItems` (type: `integer`):

Global cap across all inputs. The run stops once this many products are pushed.

## `maxPagesPerQuery` (type: `integer`):

Search/browse pages per keyword or category (30 results per page).

## `fetchDetail` (type: `boolean`):

Enrich each product with the rich mobile product page (variations, sold-out state, images). Adds one request per product.

## `fetchReviews` (type: `boolean`):

Include customer reviews for each product (adds one request per product).

## `maxReviewsPerProduct` (type: `integer`):

Cap on reviews collected per product when 'Fetch reviews' is enabled.

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

Optional. Wish's read API works from most IPs, but a proxy improves reliability at scale. Leave off to run direct.

## Actor input object example

```json
{
  "searchQueries": [
    "phone case",
    "led strip lights"
  ],
  "categoryHandles": [
    "bs_03"
  ],
  "collectionTags": [
    "dealshub_flashsale"
  ],
  "productIds": [
    "6481b153fcf9e035caa4a633",
    "https://www.wish.com/product/6481b153fcf9e035caa4a633"
  ],
  "maxItems": 200,
  "maxPagesPerQuery": 5,
  "fetchDetail": true,
  "fetchReviews": false,
  "maxReviewsPerProduct": 10,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

# 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": [
        "phone case"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("axlymxp/wish-product-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": ["phone case"] }

# Run the Actor and wait for it to finish
run = client.actor("axlymxp/wish-product-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).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": [
    "phone case"
  ]
}' |
apify call axlymxp/wish-product-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=axlymxp/wish-product-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Wish Product Scraper",
        "description": "Scrape Wish.com products by keyword, category, collection (Deals Hub) or product ID. Fast direct-API client, no browser. Get USD prices, ratings, sales counts, merchant info, variations, images and reviews as clean JSON. Pay only for results.",
        "version": "1.0",
        "x-build-id": "DiG1N0n5EzW2kDQof"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/axlymxp~wish-product-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-axlymxp-wish-product-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/axlymxp~wish-product-scraper/runs": {
            "post": {
                "operationId": "runs-sync-axlymxp-wish-product-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/axlymxp~wish-product-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-axlymxp-wish-product-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "properties": {
                    "searchQueries": {
                        "title": "Search queries",
                        "type": "array",
                        "description": "Keywords to search on Wish.com (one search per keyword).",
                        "default": [],
                        "items": {
                            "type": "string"
                        }
                    },
                    "categoryHandles": {
                        "title": "Category handles",
                        "type": "array",
                        "description": "Wish category handles to browse (e.g. bs_03). Discover handles via the MCP actor's categories tool or the Deals/category pages.",
                        "default": [],
                        "items": {
                            "type": "string"
                        }
                    },
                    "collectionTags": {
                        "title": "Collection tags",
                        "type": "array",
                        "description": "Tagged collection feeds to scrape (e.g. dealshub_flashsale for Deals Hub / flash sale).",
                        "default": [],
                        "items": {
                            "type": "string"
                        }
                    },
                    "productIds": {
                        "title": "Product IDs or URLs",
                        "type": "array",
                        "description": "Direct Wish product IDs (24-hex) or product/reviews URLs to fetch full detail for.",
                        "default": [],
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxItems": {
                        "title": "Max items (total)",
                        "minimum": 1,
                        "type": "integer",
                        "description": "Global cap across all inputs. The run stops once this many products are pushed.",
                        "default": 200
                    },
                    "maxPagesPerQuery": {
                        "title": "Max pages per query",
                        "minimum": 1,
                        "maximum": 100,
                        "type": "integer",
                        "description": "Search/browse pages per keyword or category (30 results per page).",
                        "default": 5
                    },
                    "fetchDetail": {
                        "title": "Fetch product detail",
                        "type": "boolean",
                        "description": "Enrich each product with the rich mobile product page (variations, sold-out state, images). Adds one request per product.",
                        "default": true
                    },
                    "fetchReviews": {
                        "title": "Fetch reviews",
                        "type": "boolean",
                        "description": "Include customer reviews for each product (adds one request per product).",
                        "default": false
                    },
                    "maxReviewsPerProduct": {
                        "title": "Max reviews per product",
                        "minimum": 1,
                        "maximum": 200,
                        "type": "integer",
                        "description": "Cap on reviews collected per product when 'Fetch reviews' is enabled.",
                        "default": 10
                    },
                    "proxyConfiguration": {
                        "title": "Proxy configuration",
                        "type": "object",
                        "description": "Optional. Wish's read API works from most IPs, but a proxy improves reliability at scale. Leave off to run direct.",
                        "default": {
                            "useApifyProxy": false
                        }
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```