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🧡 Shopee Listings Scraper

🚀 Export Shopee product listings in seconds. Name, price, shop, location, rating, sold count, and more, ready for analysis.

🕒 Last updated: 2026-05-29 · 📊 14 fields per record · Shopee listings · Public data

The Shopee Listings Scraper turns Shopee's public product listings into a clean, structured dataset. Provide a search query, and the actor pulls product cards from the public shopee.sg search endpoint and flattens each listing into one row.

📋 What the Shopee Listings Scraper does

• Calls Shopee's public search endpoint with your query.
• Parses the JSON response and flattens each product into a row.
• Normalizes field names across variations (itemid → sku, shopid → shop_id, etc.).
• Stops at maxItems so you don't waste credits.
• Surfaces upstream errors as a clean error record instead of crashing.
• Exports as CSV, Excel, JSON, JSONL, XML, RSS, or HTML.

💡 Why it matters: Shopee's public search JSON is noisy and verbose. This actor normalizes everything to clean, predictable column names so the data drops straight into pandas, BigQuery, or a spreadsheet.

🎬 Full Demo

🚧 Coming soon.

⚙️ Input

Example 1

{
"searchQuery":"shoes",
"maxItems":50
}

Example 2

{
"searchQuery":"headphones",
"maxItems":200,
"proxyConfiguration":{"useApifyProxy":true,"apifyProxyGroups":["RESIDENTIAL"]}
}

⚠️ Good to Know: Shopee actively rate-limits and may block requests without residential proxies. If you see an error record, retry with residential proxies enabled.

📊 Output

Each record is a flat object. imageUrl is first, error is last.

Sample record

{
"imageUrl":"https://shopee.sg/images/sample.jpg",
"name":"Sample product",
"url":"https://shopee.sg/p/12345",
"name":"sample",
"price":"sample",
"currency":"sample",
"shop_id":"sample",
"location":"sample",
"rating":"sample",
"sold":"sample",
"stock":"sample",
"image":"sample",
"shipping":"sample",
"scrapedAt":"2026-05-29T13:00:00.000Z",
"error":null
}

✨ Why choose this Actor

| 🆓 | Works on the Apify free tier. | | 🧹 | Clean snake_case keys across all Shopee response variations. | | 🛟 | Surfaces Shopee's rate-limit notes as a clean error record. | | 🔌 | One input field, no headless browser, no client code. | | 💾 | Instant CSV, Excel, JSON, XML, RSS, or HTML export. | | ⚡ | Residential-proxy-ready out of the box. |

📈 How it compares to alternatives

🚀 How to use

1. Click Try for free.
2. Enter a searchQuery (or keep the default).
3. (Optional) Tweak maxItems and proxyConfiguration.
4. Click Start. Within seconds, your dataset is ready. Download as CSV, Excel, JSON, or XML, or pipe to your warehouse.

💼 Business use cases

📊 Competitive pricing. Pull daily snapshots of competitor listings to track price moves and stock-outs.

🛒 Assortment planning. Identify trending products by sold count and ratings.

📰 Market reporting. Verify marketplace prices for stories or research papers.

🤖 ML feature engineering. Build a clean product-search training set across categories.

🔌 Automating Shopee Listings Scraper

• Make / Zapier: trigger every morning, push to Airtable, Google Sheets, or Slack.
• Cron schedule: native Apify scheduler.
• Webhooks: get a POST the moment a run finishes.
• Pipe to BigQuery / Snowflake / Postgres: native Apify integrations.

🌟 Beyond business use cases

🎓 Education. Use real marketplace data in data-science classes.

🧪 Personal research. Track gift ideas, sneaker drops, or skincare launches.

🤝 Non-profit & open data. Build dashboards of marketplace pricing for consumer-rights groups.

🧰 Tinkering & prototyping. Spin up a product feed in 5 seconds to test a chart library or ML model.

🤖 Ask an AI assistant about this scraper

Pop this README into ChatGPT, Claude, or any AI assistant and ask it to map your workflow to the actor's inputs.

❓ Frequently Asked Questions

❓ Do I need a login? No. The actor uses Shopee's public search endpoint only.

❓ Is there a rate limit? Shopee enforces aggressive rate limits. Residential proxies are recommended.

❓ How is data cleaned? All field names are normalized to consistent snake_case across response variations.

❓ Can I get product details? This actor focuses on listings. Combine with a detail-page actor for full specs.

❓ How do you handle errors? Upstream errors are pushed as a single error record instead of throwing.

❓ Can I schedule runs? Yes. Use Apify's native scheduler or hook into Make / Zapier / cron.

❓ Is this scraping or API? Public REST endpoint. We normalize the response.

❓ Will the schema change? name, price, and error are stable. Source-specific fields pass through.

❓ What format can I download? CSV, Excel, JSON, JSONL, XML, RSS, or HTML straight from the Apify dataset UI.

❓ What about ToS? Only publicly available data is scraped. You are responsible for compliance.

🔌 Integrate with any app

Apify ships native integrations with Make, Zapier, Slack, Discord, Google Drive, Google Sheets, Gmail, Airbyte, Keboola, Telegram, GitHub, and any REST API or webhook endpoint. Trigger runs from a calendar event, a form submission, a cron job, or pipe results straight into BigQuery, Snowflake, or a Postgres warehouse.

🔗 Recommended Actors

💡 Pro Tip: browse the complete ParseForge collection for 900+ production-grade scrapers across business intelligence, real estate, e-commerce, sports, finance, and public records.

Disclaimer. This actor scrapes only publicly available data. ParseForge is not affiliated with, endorsed by, or sponsored by any of the third-party services referenced. Users are responsible for complying with the target site's terms of service and applicable law. Create a free account w/ $5 credit.