Industries

What we scrape in legal and compliance

Court dockets, regulator notices, legislation trackers, IP registries and sanctions lists, collected into structured records with their source documents.

Legal sources are public by design and painful by implementation: court portals with per-county search forms, regulators publishing notices as scanned PDFs, registries with rate limits and captchas. We build scrapers that work within those constraints, run them on a schedule, parse documents into the fields that matter and keep every record linked to its original URL and filing date. The result is a searchable record of what was published, when and where, ready for your own review process.

Sources

Typical sources

Public pages and documents we have scraped in this vertical. Named sites are examples, not an exhaustive list.

  • Federal, state and county court portals and dockets
  • Regulator enforcement actions and public notices
  • Legislative tracking sites and official gazettes
  • Patent and trademark registries such as USPTO and EUIPO
  • Sanctions and watchlists from government sources
  • Company registries and beneficial-ownership filings
  • Bar association and licence lookup directories
  • Public procurement and tender portals

Schema

Fields

A common starting schema. You decide the final columns and names; we keep them stable across runs.

  • record_id
  • record_type
  • jurisdiction
  • title
  • parties_or_entity
  • status
  • filed_at
  • document_url
  • source
  • scraped_at

Output

What a row looks like

Example row — structure only
record_idrecord_typejurisdictiontitleparties_or_entitystatusfiled_atdocument_urlsourcescraped_at
CASE-2026-000123Civil docket entryExample County, TXExample Co. v. Sample LLCExample Co.; Sample LLCOpen2026-10-02https://example.com/docket/000123County portal2026-10-07

Values are illustrative placeholders to show shape and types, not records from any client or source.

Use cases

Jobs we are usually asked for

Docket and filing tracking

Watch courts or parties of interest and collect new filings, orders and hearing dates as they are posted, with the documents downloaded and attached to each structured record for your team to review.

Regulatory notice collection

Pull enforcement actions, consultations and guidance from a list of regulators across jurisdictions into one schema, so your team reviews one feed instead of checking thirty websites by hand every morning.

IP registry extraction

Scrape trademark and patent records for a set of owners, classes or keywords, including status changes and oppositions, refreshed on a schedule and keyed on the registry number for easy joins.

Questions

About legal & compliance scraping

Can you scrape PACER or other paid court systems?

We only scrape sources that are freely accessible without a paid account, or on your account with your permission and within the service's terms. Scoping tells you which applies for each court.

How do you handle scanned PDFs?

Documents go through OCR and layout-aware parsing, with a confidence score per field and the original file kept. Low-confidence records are flagged for human review rather than silently included.

Can you cover multiple jurisdictions in one schema?

Yes. Each source gets its own parser and all map to a shared set of fields, with jurisdiction-specific extras kept in a structured column so nothing is lost.

Is the data suitable for legal advice?

It is a collection of public records, delivered accurately and on time. Interpretation remains with your lawyers or compliance team; we make sure they are looking at the complete picture.

Need legal & compliance data? Tell us the sites.

Send the sources and the fields you need. An engineer looks at them the same day and replies with a plan and a price.