I build reliable scrapers for Indonesian marketplaces — the ones most global tools get wrong. If you need clean, structured data from Tokopedia and Shopee, you're in the right place.

I turn messy marketplace pages into clean, ready-to-use JSON — the kind you can drop straight into a spreadsheet, a BI dashboard, or a sentiment-analysis pipeline without hours of cleanup.

My actors focus on the hard parts so you don't have to:

• 🛡️ Anti-bot handled — Akamai (Tokopedia) and DataDome (Shopee) are dealt with under the hood, so runs actually finish.
• 🧹 Stable, documented schema — every field has a title and description; your integration won't break next week.
• ⭐ Review-grade detail — ratings, sub-ratings, text, reviewer, dates, photos, videos, tags, and seller replies.
• 🔁 Built for monitoring — date filters, rating filters, and incremental dedup so scheduled runs only fetch what's new.

Actor	What it does
Tokopedia Shop Reviews Scraper	Crawls every product of a Tokopedia shop and collects all reviews + seller replies.
Shopee Shop Reviews Scraper	Scrapes Shopee product reviews (with detailed sub-ratings) via a real stealth browser.

Perfect for brand monitoring, competitor research, product feedback analysis, and review datasets for the Indonesian market.

• 🎯 Local specialist — I focus on Indonesian platforms, not a generic one-size- fits-all crawler.
• 📦 Production-ready output — schemas, docs, and predictable results out of the box.
• 🛠️ Maintained — marketplaces change their APIs; I keep the actors working.

Building a brand-sentiment or market-research tool for Indonesia and need data from a platform not listed here? I take custom scraping requests — reach out and let's talk.

📩 Contact: [hello@auliax20.dev]