Web scraping service. Turn any website into clean, structured CSV or Excel data.
I build custom scrapers for any publicly available website. Whether it's protected by Cloudflare, requires login, or uses infinite scroll — I handle it.
| Category | Examples |
|---|---|
| Real Estate | PropertyGuru, 99.co — prices, floor area, MRT distance |
| E-Commerce | Product prices, stock levels, reviews |
| Google Maps | Business names, addresses, phone numbers, ratings |
| Market Research | Competitor pricing, catalog data |
| Lead Generation | B2B contact data from directories |
| Project | Details | Sample |
|---|---|---|
| PropertyGuru | 100+ Singapore property listings — prices, bedrooms, sqft, tenure, MRT info | Download Sample CSV → |
| Carousell SG | 44 iPhone listings — product names, prices, conditions, sellers | Download Sample CSV → |
| GrabFood | 274 restaurants from one search — names, prices, ratings, delivery times | Download Sample CSV → |
| Amazon SG | Product prices — titles, prices, ratings, availability | Download Sample CSV → |
| Google Maps | Business listings — names, categories, ratings, addresses | Download Sample CSV → |
| Shopee | 15 products (3-layer anti-bot) — titles, prices, sellers | Download Sample CSV → |
All sample CSVs live in demos/data/.
| Sample | File |
|---|---|
| PropertyGuru | Download Sample PDF → |
| Carousell | Download Sample PDF → |
| Tier | Price | Pages | Best For |
|---|---|---|---|
| Simple | $200 | Up to 100 | One-time, small dataset |
| Standard | $400 | Up to 300 | Multi-field, anti-bot |
| Complex | $800+ | Up to 1,000 | Hard anti-bot, custom needs |
| Custom | Quote | 1,000+ | Large-scale projects |
Is web scraping legal?
Yes, scraping publicly available data is legal. I only extract data that is publicly accessible — I do not bypass authentication, access private data, or violate terms of service that prohibit automated access. Each project is assessed individually.
What if the site blocks me?
I have experience bypassing Cloudflare, DataDome, Akamai, and other anti-bot systems. If a site proves impossible to scrape, I'll tell you upfront — no charge.
What format do I get the data in?
CSV (.csv) or Excel (.xlsx). You can open it directly in Excel, Google Sheets, or Apple Numbers. For ongoing projects, I can also set up a recurring data feed.
How long does it take?
Most projects take 1-3 days. Simple scrapers can be done in a few hours. Complex projects with heavy anti-bot protection may take up to a week.
Do you offer recurring data collection?
Yes! I can set up scheduled scrapers that deliver fresh data daily, weekly, or monthly. Contact me for recurring pricing.
- Python — curl_cffi, Playwright, Scrapy
- Anti-Bot — Cloudflare bypass, TLS fingerprinting, proxy rotation
- Delivery — CSV, Excel (.xlsx), JSON
Formerly: Star AI Studio — AI Agents for Business