Custom parsing of rare and highly specialised web resources

Major international parsing platforms and cloud SaaS solutions work excellently with globally known giants but are utterly useless when businesses need data from local sites. If you need to regularly collect information about real estate in a specific region of Europe, extract data from local government trade registries, or track publications on highly specialised forums, ready-made templates simply do not exist. Each such site has a unique layout, its own security systems, and requires an individual approach.

The AI-Robot Studio develops custom parsers for specific web resources of any complexity. We thoroughly analyse the structure of the target site and create a reliable algorithm that collects the data you need, cleans it if necessary, and delivers it in a format convenient for your business.

Typical scenarios for custom parsing

  • Local real estate and advertisement portals: Collecting information about renting or selling apartments, commercial premises, or cars from regional classifieds. We set up regular monitoring so that you instantly receive notifications about new advantageous offers.
  • National government registries: Extracting open data from registries of legal entities, tax authorities, patent offices, or court archives. The bot automatically navigates complex search forms and extracts current company statuses, director names, or document details.
  • Industry databases and directories: Parsing open associations, medical directories, scientific publications, or lists of certified specialists in a specific country to form targeted databases.

What makes parsing local sites challenging?

Developing a parser for a rare resource requires solving a number of technical tasks, which we take on:

  • Complex dynamic structure: Local government portals are often built on outdated or rare web platforms. We write custom scripts in Python (Playwright / Selenium) that correctly handle non-standard navigation, session cookies, and complex search filters.
  • Individual bypass of protections: Even small regional sites may use strict anti-bot systems or block requests from other countries. We configure the parser to use proxy servers of the specific region or country where the target site is located, so security algorithms perceive it as a regular local visitor.
  • Normalisation of heterogeneous data: We bring information to a unified international format: convert currencies at the current rate, standardise date, address, and phone number formats, so the data is fully ready for integration into your system.

If your business requires regular data from a specific local site, government registry, or industry directory, contact the specialists at AI-Robot Studio. We will thoroughly analyse the structure of the target resource, offer a reliable technical implementation plan, and launch the parser turnkey.