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Bukalapak Indonesia Scraper
Tap into Bukalapak product listings across Indonesia and pull title, price, currency, seller, location, rating, units sold, stock level, image, and category. Useful for marketplace pricing intelligence, local competitor tracking, and Indonesian ecommerce trend research.
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🔎 Bukalapak Indonesia Marketplace Product Scraper
🚀 Export bukalapak indonesia marketplace product data in seconds. Clean, structured records ready for CSV, Excel, JSON, or XML.
🕒 Last updated: 2026-05-29 · 📊 13 fields per record · Public data · Production-grade
The Bukalapak Indonesia Marketplace Product Scraper pulls public data and normalizes it into a flat, analytics-ready dataset. No login, no fragile DOM parsing — just clean records pushed straight to an Apify dataset you can download or pipe to your stack.
Scrape public Bukalapak product listings including title, price, currency, seller, location, rating, sold count, stock, image, and category from bukalapak.com.
| 🎯 Target Audience | 💡 Primary Use Cases |
|---|---|
| 📊 Analysts | Build research datasets in seconds |
| 🤖 Engineers | Skip the API client, get clean rows |
| 📰 Journalists | Verify figures with one click |
| 🏢 Operations teams | Schedule daily snapshots |
| 🎓 Students & researchers | Free-tier friendly data access |
| 👩💻 Developers | Drop into BigQuery, Snowflake, Postgres |
📋 What the Bukalapak Indonesia Marketplace Product does
- Calls the public source endpoint with the parameters you supply.
- Parses the response and flattens each record into a single row.
- Casts numeric fields to numbers so they import cleanly into Excel and BI tools.
- Surfaces upstream errors and rate-limit notes as a single-row
errorrecord instead of crashing. - Exports as CSV, Excel, JSON, JSONL, XML, RSS, or HTML.
💡 Why it matters: the source response is normalized into clean snake_case fields. Drops straight into pandas, BigQuery, or a Google Sheet without manual cleanup.
🎬 Full Demo
🚧 Coming soon.
⚙️ Input
| Field | Type | Required | Description |
|---|---|---|---|
query | string | No | Keyword to search Bukalapak for (e.g. sepatu, laptop). |
maxItems | integer | No | Free users: Limited to 10 items (preview). Paid users: Optional, max 1,000,000 |
Example:
⚠️ Good to Know: the actor returns clean records with numeric casting applied. Free-tier runs are capped at 10 items; paid plans unlock up to 1,000,000.
📊 Output
Each record is a flat object. error is always last.
| Field | Type | Description |
|---|---|---|
🖼️ Image imageUrl | string | See dataset. |
📛 Title title | string | See dataset. |
💰 Price price | string | See dataset. |
💱 Currency currency | string | See dataset. |
🛒 Seller seller | string | See dataset. |
📍 Location location | string | See dataset. |
⭐ Rating rating | string | See dataset. |
📦 Sold sold | string | See dataset. |
📊 Stock stock | string | See dataset. |
🏷️ Category category | string | See dataset. |
🔗 URL url | string | See dataset. |
🕒 Scraped At scrapedAt | string | See dataset. |
❌ Error error | string | Set if the upstream response was an error or rate-limit. |
✨ Why choose this Actor
| 🆓 | Works with public endpoints, no login. |
| 🧹 | Normalized snake_case keys ready for BI. |
| 🔢 | Auto-casts numeric strings to real numbers. |
| 🛟 | Errors and rate limits surface as clean error records. |
| 🔌 | Configurable input — search, filter, page through. |
| 💾 | Push to dataset for instant CSV / Excel / JSON / XML / RSS / HTML export. |
📈 How it compares to alternatives
| Approach | Setup time | Clean keys? | Numeric casting? | Rate-limit handling? |
|---|---|---|---|---|
| Roll your own fetch | 30 min + | ❌ | ❌ | ❌ |
| Vendor client library | 1 hr install + script | ✅ | partial | partial |
| This Actor | 5 sec, no install | ✅ | ✅ | ✅ |
🚀 How to use
- Click Try for free.
- Configure the input (defaults work for a quick test).
- Click Start. Download your dataset as CSV, Excel, JSON, or XML within seconds.
💼 Business use cases
📊 Research & analysis. Pull data into a CSV, feed pandas, run your analysis.
🏢 Operations dashboards. Schedule daily runs and pipe results to your BI tool.
📰 Newsroom fact-checking. Verify figures for a story in 30 seconds.
🤖 ML feature engineering. Build a clean training set without writing API client code.
🔌 Automating Bukalapak Indonesia Marketplace Product
- Make / Zapier: trigger this actor on a schedule, push results to Airtable, Google Sheets, or Slack.
- Cron schedule: native Apify scheduler — run every weekday at 16:30.
- Webhooks: get a POST to your endpoint the moment a run finishes.
- Pipe to BigQuery / Snowflake / Postgres: native Apify integrations.
🌟 Beyond business use cases
🎓 Education. Teach a class with real-world public data instead of synthetic examples.
🧪 Personal research. Track your own watchlist, compute custom indicators.
🤝 Non-profit & open data. Build public dashboards without writing client code.
🧰 Tinkering & prototyping. Spin up a feed in 5 seconds to test a new dashboard or bot idea.
🤖 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. The schema, examples, and field list above contain everything an LLM needs.
❓ Frequently Asked Questions
❓ Do I need an account? A free Apify account works — Create a free account w/ $5 credit.
❓ Is there a rate limit? The actor surfaces upstream rate-limit notes as a clean error record.
❓ Can I schedule runs? Yes, use Apify's native scheduler or hook this up to Make / Zapier / cron.
❓ Are values cast to numbers? Yes, numeric fields are auto-cast so they import cleanly.
❓ How do you handle errors? A single record with error populated is pushed instead of throwing.
❓ What format can I download? CSV, Excel, JSON, JSONL, XML, RSS, or HTML.
❓ Will the schema change? Core fields are stable, source-specific fields are passed through as-is.
❓ Does this require an API key? No, it uses public endpoints.
❓ Can I use it commercially? Yes, subject to the source's terms of service.
❓ What if no results come back? A diagnostic error record is pushed.
🔌 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.
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💡 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.
