Services
End-to-end data extraction: from target discovery and sampling to clean deliverables and ongoing maintenance.
Web scraping & crawling
- Single-page or multi-page crawls (categories, pagination, sitemaps).
- Stable extraction with retries and change-tolerant selectors where possible.
- Anti-bot aware approaches (rate limiting, sessions, headless browsing when needed).
Data extraction from PDFs / HTML
- Convert PDFs and semi-structured pages into tables or normalized records.
- Handle noisy layouts with rules + validation.
- Export to CSV, JSON, or a database-ready schema.
Data cleaning & normalization
- Deduplication, normalization, and field validation.
- Standardize units, currencies, dates, and categories.
- Optional enrichment (geocoding, parsing, mapping) when appropriate.
Scheduled scraping / monitoring
- Daily/weekly runs with deltas (new/updated/removed).
- Basic monitoring hooks and failure notifications (optional).
- Maintenance available when target sites change.
Deliverables & handover
- CSV / JSON exports or database inserts.
- Optional API endpoint or webhook export format.
- Documentation: schema, run instructions, and known edge cases.
Compliance guidance
- Clarify access constraints (rate limits, auth, and terms).
- Discuss safe crawling practices and intended data usage.
- We do not provide advice as a law firm—final responsibility remains with the client.
What we need from you
A fast quote requires a few details:
- Target site(s) and example URLs
- Fields/columns you want (and any normalization rules)
- Volume (pages/items) and refresh frequency
- Preferred output (CSV/JSON/DB/API)
- Deadline and whether ongoing maintenance is needed