Data Collection / Web Data Extraction

Structured extraction from lawfully accessible sources or client-provided inputs.

We collect and structure data from lawfully accessible web sources and/or materials you provide. We respect robots rules, terms of use and contractual restrictions applicable to the engagement.

We do not hack systems, bypass authentication, or circumvent technical access controls.

What it is

Extraction of agreed fields into a clean schema, with logging of coverage gaps and source changes.

Inputs we need

  • Target sources (URLs, portals, APIs, files)
  • Fields / schema required
  • Geography, language, frequency
  • Access credentials if client-owned sources
  • Legal / contractual constraints

Deliverables

  • Structured datasets (CSV, JSON, DB export)
  • Field mapping documentation
  • Coverage and exception report
  • Sample QA checklist results

Typical timeline

Pilot: 3–10 business days. Production runs depend on volume, source complexity and refresh frequency.

How pricing is calculated

Drivers that typically affect cost:

  • Number of sources and pages / records
  • Schema complexity and nesting
  • Anti-bot friction on public sources (within lawful access)
  • Refresh frequency and SLA
  • QA depth and enrichment steps

Example

Assortment and price monitoring across 12 retail sites — daily CSV feed with change flags and weekly exception report.

Request an estimate

Request an estimate