Custom web scraping & data extraction, built to run on its own

Almost any publicly accessible source: business directories and Google Maps listings, e-commerce catalogues and prices, marketplaces, real-estate portals, review sites, job boards and company websites. We extract structured fields — names, contacts, prices, stock, ratings, addresses, coordinates — and can render JavaScript-heavy pages, paginate, follow links and log into permissioned areas where you have the right to access them.

We build for compliant, ethical scraping. We focus on publicly available data, respect robots.txt and each site’s terms of service, avoid personal data you have no lawful basis to collect, and throttle requests so we don’t overload a target site. Where an official API exists we prefer it. If a use case looks legally risky we will tell you before building it.

We use headless browsers such as Playwright and Puppeteer to render pages like a real user, rotating proxies and realistic request patterns to stay within rate limits, and retry-and-backoff logic so a temporary block doesn’t lose data. For heavily protected sites we integrate CAPTCHA-solving or official APIs, and we always tune request rates to avoid stressing the source.

Wherever it’s most useful to you. We can write clean, de-duplicated records straight to Google Sheets, Airtable or Notion, load them into PostgreSQL, MySQL, BigQuery or Snowflake for analytics, or push them into a CRM like HubSpot. Output is structured and normalised, and we can deliver JSON or CSV exports as well.

Custom crawlers built on Playwright or Puppeteer for dynamic sites, with rotating proxies, schedulers and cron for recurring runs, plus a data layer in Google Sheets, Airtable, Notion, PostgreSQL, MySQL, BigQuery or Snowflake. We add validation, de-duplication and change-detection so the data stays clean, and we choose the lightest tool that does the job reliably.

Sites change, and scrapers break — so we build in monitoring and alerting that flags when a run returns no data or unexpected fields, plus resilient selectors that don’t rely on brittle markup. When a target site is redesigned we update the scraper as part of maintenance, so you’re not left with silent gaps in your data.

Yes. Google Maps and directory scraping for lead generation is one of the most common builds we do — extracting business names, categories, addresses, phone numbers, websites and ratings across a location or niche, then de-duplicating and enriching them into a ready-to-use lead list in your sheet, database or CRM.

As often as the use case needs — on a schedule via cron, from hourly price and stock checks to daily or weekly competitor and directory sweeps. For price and product monitoring we detect changes between runs and can trigger alerts or feed a dashboard, so you see competitor moves without checking sites by hand.

You own both. We hand over the scrapers, the extracted data and documentation, and can host them on your infrastructure or ours. We’re based in Kuala Lumpur and build web-scraping and data-extraction systems for clients across Malaysia and worldwide, remotely.