Wish Products Scraper

Wish Products Scraper

Scrape Wish products from any search, category, or product URL, up to 100 per run. Every product comes with its title, price, rating, and full listing details. No login or API key. Export to CSV, JSON, Excel, or XML.

Wish has no official public API for product data, and building a scraper yourself means handling anti-bot measures and pagination. This reads the public product feeds directly from search results and category pages, and returns each match in one fixed schema.

Who uses it	What they scrape Wish for
E-commerce analysts	Track which products are trending on Wish this week
Dropshippers	Find winning products to add to their own store
Price monitoring tools	Watch competitor pricing on Wish listings
Market researchers	Understand what budget-conscious shoppers are buying

What it does

This Actor collects Wish product listings by search query, category page, or direct URL, and returns each one as a flat row.

• 🔍 Search and category scraping: feed it any Wish search URL or category page and it follows the pagination for you.
• 📄 Flat product rows: every listing comes back as one row with title, price, rating, and other fields from the page.
• ⚙️ Max items control: set a hard limit on how many products to scrape per run, so you never overshoot your budget.

Results export to CSV, JSON, Excel, or XML, or straight from the API.

What you can do with Wish data

📈 Track trending products.

An e-commerce analyst runs the Actor on a Wish search URL for a niche like phone accessories, then exports the results to spot which items are gaining traction.

🛒 Find dropshipping winners.

A dropshipper scrapes a Wish category page for home gadgets, filters by rating and price, and picks products to test in their own store.

💰 Monitor competitor pricing.

A price monitoring tool runs the Actor daily on a set of Wish product URLs and compares the returned prices against its own catalog.

📊 Research budget markets.

A market researcher scrapes Wish search results for a product keyword to understand what features and price points dominate the budget segment.

Why choose this scraper

	What you get
No API needed	Wish does not offer a public product API, so this scrapes the live pages directly.
Fixed schema	Every product comes back in the same flat structure, ready for your database or spreadsheet.
Simple to run	Paste a URL, set a limit, and start. No code or proxies to manage.

How it compares

No other Store actor targets Wish the same way, so the honest comparison is with the alternatives teams actually weigh.

	Wish Products Scraper	Build it in-house	By hand
Setup	Run it now, zero config	Days of engineering	None, but hours per pull
When Wish changes	Maintained for you	You fix it	You re-learn the page
Proxies, retries, anti-bot	Built in	Your problem	Browser only
Output	Fixed JSON schema, CSV/Excel export	Whatever you build	Copy-paste
Cost	Pay per result	Engineering time	Analyst hours

Configure the run

Drive the Actor from search result URLs, category pages, or direct product URLs, and set a maximum number of items to scrape. The Input tab lists every parameter.

A first run with the defaults:

{
 "startUrls": [
 {
 "url": "https://www.wish.com/search/phone"
 }
 ]
}

A larger pull:

{
 "startUrls": [
 {
 "url": "https://www.wish.com/search/phone"
 }
 ],
 "maxItems": 200
}

Pricing

Pay-per-result: $0.0081 per result collected. You pay only for the results written to your dataset.

Results collected	Approximate cost
100 results	$0.81
1,000 results	$8.10
10,000 results	$81.00

New Apify accounts start with $5 in free credit.

Free users

Free-plan runs return up to 10 results as a preview. Upgrade your Apify plan to collect up to 1,000,000 results per run.

Run it

1. Create a free Apify account with $5 in credit.
2. Open the Wish Products Scraper.
3. Set your inputs and any filters, then click Start.
4. Export the results as CSV, Excel, JSON, or XML from the Dataset tab.

Run it programmatically through the Apify API (run-sync-get-dataset-items) or the ApifyClient for JavaScript and Python.

Use with AI agents (MCP)

Give an AI agent live access to Wish through the Model Context Protocol. Add the Actor to Claude, Cursor, or any MCP client:

$claude mcp add --transport http apify "https://mcp.apify.com?tools=parseforge/wish-scraper"

Then prompt it in plain language to run the scraper and read back the results.

Troubleshooting

Why am I getting no results?

Check that the Start URL is a valid Wish search, category, or product page. Also make sure the Max items value is greater than zero. If the URL is correct, Wish may be blocking the request; try again later or use a different IP via Apify proxy.

Why are some product fields empty?

Wish sometimes shows different layouts for different products or regions. Empty fields usually mean that particular data was not present on the page for that product. Try scraping a different URL or check the sample output to see which fields are typically populated.

Why did the run stop before reaching my max items?

The Actor stops when it has scraped all available products from the provided URLs, even if that number is less than your max items. If you expected more results, try a broader search term or a different category URL.

Why am I getting a timeout or error?

Wish may be rate-limiting your requests. Reduce the number of items or add a delay between requests. You can also try running the Actor at a different time of day.

FAQ

Question	Answer
Can I scrape Wish search results?	Yes. Paste any Wish search URL, like https://www.wish.com/search/phone, into the Start URLs field and the Actor will scrape the listings from that search.
Can I scrape a Wish category page?	Yes. Any Wish category URL works the same way as a search URL. The Actor will follow the pagination and collect products from all pages up to your max items limit.
Can I scrape a single Wish product page?	Yes. If you paste a direct product URL, the Actor will return that product as a single row in the dataset.
What data do I get for each product?	Each product row includes the title, price, rating, and other listing details that appear on the Wish page. The exact fields are shown in the sample output below.
Is there a limit on how many products I can scrape?	You set the limit yourself with the Max items field. The default is 100, but you can raise or lower it depending on your needs and your Apify plan.
Do I need a Wish account or API key?	No. The Actor scrapes the public pages directly, so no login or API key is required.
Can I export the data to Excel or CSV?	Yes. After the run finishes, you can export the dataset to CSV, JSON, Excel, or XML from the Apify platform.
Does this Actor handle pagination?	Yes. When you provide a search or category URL, the Actor automatically follows the pagination links until it reaches your max items limit or the end of the results.
Can I schedule this Actor to run regularly?	Yes. You can set up a schedule in Apify to run the Actor daily, weekly, or at any interval you need, and get fresh product data automatically.
What if Wish changes their page layout?	The Actor is maintained to keep up with Wish's page structure. If you notice missing fields, you can report it and we will update the scraper.

Related actors

Browse the full ParseForge collection for more scrapers.

🆘 Need help? Email parseforge@protonmail.com with your run ID, your input, and what you expected.

⚠️ Disclaimer. This Actor is unofficial and is not affiliated with, endorsed by, or sponsored by ContextLogic Inc. It collects only publicly available data. You are responsible for using the collected data in compliance with the source's terms of service and applicable data-protection laws, including GDPR, CCPA, and PIPL. Do not use it to collect personal data unlawfully.