We extract company profiles, VAT numbers, NACE codes, executive contacts, and location data from Infobel. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for Company Profiles objects from infobel.com. All fields typed and schema-versioned.
"company_id": "BE123456789", "name": "TechCorp Logistics NV", "legal_status": "NV", "vat_number": "BE0123456789", "year_established": 1998, "infobel_url": "https://www.infobel.com/en/belgium/techcorp_logistics_nv", "scraped_at": "2026-05-12T09:14:00Z"
| # | company_id | name | legal_status | year_established | vat_number | registration_number |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Contact Information objects from infobel.com. All fields typed and schema-versioned.
"company_id": "BE123456789", "phone_number": "+32 2 123 45 67", "email_address": "contact@techcorplogistics.be", "website": "http://www.techcorplogistics.be", "contact_person": "Jean Dupont", "contact_role": "Managing Director", "fax_number": "+32 2 123 45 68"
| # | company_id | phone_number | fax_number | email_address | website | contact_person |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Location Data objects from infobel.com. All fields typed and schema-versioned.
"company_id": "BE123456789", "address_line_1": "Avenue Louise 120", "city": "Brussels", "postal_code": "1050", "country": "Belgium", "latitude": 50.8275, "longitude": 4.3644
| # | company_id | address_line_1 | address_line_2 | city | state | postal_code |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Firmographics objects from infobel.com. All fields typed and schema-versioned.
"company_id": "BE123456789", "primary_category": "Logistics & Transport", "nace_code": "49.41", "sic_code": "4213", "employee_count_range": "50-99", "revenue_range": "$10M-$50M", "import_export_status": "Export"
| # | company_id | primary_category | sub_categories | nace_code | sic_code | employee_count_range |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Search Results objects from infobel.com. All fields typed and schema-versioned.
"keyword": "Logistics", "location_query": "Brussels", "position": 1, "company_name": "TechCorp Logistics NV", "category": "Transport", "infobel_url": "https://www.infobel.com/en/belgium/techcorp_logistics_nv", "sponsored_badge": false
| # | keyword | location_query | position | company_name | preview_address | preview_phone |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our Infobel scraper navigates complex category trees and country-specific subdomains to extract standardised firmographic data, bypassing aggressive rate limits and CAPTCHAs.
Extract business names, VAT numbers, and descriptions across all Infobel regional domains.
Capture phone numbers, emails, and website URLs, including JavaScript-obfuscated fields.
Map companies to NACE, SIC, and Infobel proprietary category codes for precise segmentation.
Scrape data from infobel.co.uk, infobel.be, infobel.de, and 60 other country-specific directories.
Extract formatted addresses, postal codes, and geographic coordinates for spatial analysis.
Capture employee headcount brackets, revenue estimates, and legal entity types.
Paginate through deep category hierarchies and keyword search results to build target lists.
Extract named directors, founders, and key management personnel where publicly listed.
Run one-off bulk exports or configure continuous pipelines with change-detection diffing.
Brief in. Clean data out.
Provide target countries, NACE codes, or keyword sets. We design the extraction schema together.
We configure Scrapy crawlers, residential proxy rotation, and CAPTCHA handling for Infobel's regional domains.
Schema validation, null-rate checks, and locale-specific normalisation before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Infobel employs strict rate limiting and varying DOM structures across regions. Here is how we maintain reliable extraction.
Infobel blocks high-velocity datacenter IPs. We use residential ISP proxies with geographical targeting to match the scraped domain, maintaining high success rates.
Infobel's DOM varies significantly between countries. We maintain region-specific selector maps that output to a single, unified schema for your database.
Phone numbers and emails are frequently hidden behind JavaScript interactions. We use Playwright to trigger render events and extract the raw text.
Category pages often cap results or use infinite scroll. We bypass UI limits by directly querying underlying API endpoints and search parameters.
For large business registries, we maintain a hash index of last-seen values per field. Subsequent runs only push diffs, reducing processing load.
Sales teams build targeted prospect lists using NACE codes, location data, and company size indicators.
RevOps teams append VAT numbers, standard industry codes, and updated contact details to stale Salesforce records.
Strategy consultants analyse business density and sector distribution across specific European postal codes.
Marketing agencies audit business directory consistency across global Infobel properties.
KYC providers verify legal entity names, registration numbers, and operational status against directory listings.
Retailers track new store openings and competitor footprint expansions using updated category listings.
"Infobel holds one of the most comprehensive global business registries, but extracting that data across 60 regional subdomains requires serious infrastructure."
Most teams underestimate the investment required. Reliable Infobel scraping requires regional residential proxies, cross-domain selector mapping, CAPTCHA handling, and daily maintenance. DataFlirt absorbs that complexity so your engineers can focus on the analysis, not the infrastructure.
Everything supported by our infobel.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.
Open-source tooling on proven cloud infra — no vendor lock-in, full observability.
Scrapy handles crawl orchestration, deduplication, and retry logic. Playwright handles JavaScript rendering and interaction flows.
We maintain pools of residential ISP proxies across global regions. Rotation happens per-request with sticky sessions where required.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling, dependency management, and SLA alerting.
Data delivered to where your team already works — no new tooling required.
About infobel.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available business contact information is generally permissible, provided it complies with regional data protection laws like GDPR regarding personal contact details. DataFlirt extracts company-level data. Clients must ensure compliance with applicable regulations.
We support 60 Infobel country domains. Our pipeline automatically routes requests through country-specific residential proxies and applies region-specific DOM selector maps to output a normalised schema.
Yes. We extract primary and secondary industry classification codes exactly as they appear on the Infobel profile, allowing you to segment data by sector.
Infobel frequently hides phone numbers and emails behind JavaScript click-to-reveal elements. We use Playwright to execute these interactions headlessly and capture the underlying text.
Our smallest packages start at a defined category or geographic scope with weekly delivery. For global extractions, we price based on volume.
Yes, we capture review text, star ratings, and review dates where available on the business profile.
Absolutely. We provide a sample run of up to 500 business profiles as part of the pre-engagement scoping process.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off regional directory dump or a continuous global firmographic feed, we scope, build, and operate the pipeline. Tell us what you need.
