Welcome to the Jungle Business Search Scraper: Extract Company Data at Scale

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About Welcome to the Jungle

Welcome to the Jungle is a leading European job platform specializing in tech, startup, and growth-focused companies. The platform aggregates thousands of employer profiles with detailed company information, active job counts, sector classifications, and office locations across multiple countries. Manually researching and cataloging company data is tedious and error-prone — the Welcome to the Jungle Business Search Scraper automates this process, delivering structured company intelligence ready for analysis and integration.

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Overview

The Welcome to the Jungle Business Search Scraper extracts company profile information from Welcome to the Jungle's business search and listing pages. It transforms unstructured company listings into clean, machine-readable records ideal for:

• Recruiters building prospect lists and competitive intelligence databases
• Market researchers analyzing industry sectors and regional hiring trends
• HR professionals evaluating companies by size, location, and sector
• Developers integrating company data into recruitment platforms or CRM systems

The scraper excels at handling paginated search results, filtering by region or sector, and extracting 15+ data points per company. With configurable item limits and automatic error tolerance, it scales efficiently from single-page exports to bulk multi-page collection runs.

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Input Format

The scraper accepts a JSON configuration object to define the scope and behavior of your collection:

{
  "urls": [
    "https://www.welcometothejungle.com/fr/companies?page=2&refinementList%5Boffices.country_code%5D%5B0%5D=FR"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 200
}

Parameter	Type	Description
urls	Array	Direct links to Welcome to the Jungle company search/listing pages. Supports filtered URLs (by country, sector, size) or paginated results.
ignore_url_failures	Boolean	If true, the scraper continues running even if individual URLs fail. If false, it halts on the first error.
max_items_per_url	Integer	Maximum number of company records extracted per URL (e.g., 200). Useful for limiting results or controlling API costs.

Example use cases:

• Scrape all companies in France: ?refinementList[offices.country_code][0]=FR
• Filter by sector: ?refinementList[sectors][0]=tech
• Paginate through results: ?page=1, ?page=2, etc.

Tip: To scrape multiple pages efficiently, include all page URLs in the urls array or adjust the pagination parameters to match your target dataset.

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Output Format

Sample output

{
  "website": {
    "reference": "wttj_fr"
  },
  "name": "Finantis Holding",
  "descriptions": {
    "fr": "Finantis Holding est une entreprise d'audit, de comptabilité et de conseil basée à Paris. Depuis plus de 20 ans, nous assistons les entreprises et leurs dirigeants dans la sécurisation et la gestion de leurs informations financières. Notre offre de services est variée, allant de l'audit de durabilité, l'audit financier, l'audit interne, l'audit légal, la consolidation des comptes, le conseil, la due diligence, l'évaluation d'entreprise, l'expertise comptable, la fiscalité et l'externalisation. Nous servons un large éventail d'organisations y compris les PME, les groupes, les filiales françaises de groupes internationaux et les organisations à but non lucratif. Nos services sont reconnus pour leur qualité, leur continuité et notre compréhension des enjeux uniques de chaque client."
  },
  "reference": "vcmfAC",
  "slug": "finantis-holding",
  "jobs_count": 0,
  "sectors": [
    {
      "name": {
        "fr": "Expertise comptable",
        "en": "Accounting",
        "es": "Contabilidad",
        "cs": "Účetnictví",
        "sk": "Účtovníctva"
      },
      "parent": {
        "fr": "Conseil / Audit",
        "en": "Consulting / Audit",
        "es": "Asesoría/Auditoría",
        "cs": "Poradenství a audit",
        "sk": "Poradenstvo a audit"
      },
      "id": 178
    },
    {
      "name": {
        "fr": "Audit",
        "en": "Audit",
        "es": "Auditoría",
        "cs": "Audit",
        "sk": "Audit"
      },
      "parent": {
        "fr": "Conseil / Audit",
        "en": "Consulting / Audit",
        "es": "Asesoría/Auditoría",
        "cs": "Poradenství a audit",
        "sk": "Poradenstvo a audit"
      },
      "id": 91
    },
    {
      "name": {
        "fr": "Finance",
        "en": "Finance",
        "es": "Finanzas",
        "cs": "Finance",
        "sk": "Financie"
      },
      "parent": {
        "fr": "Banques / Assurances / Finance",
        "en": "Banking / Insurance / Finance",
        "es": "Banca/Seguros/Finanzas",
        "cs": "Bankovnictví / Pojišťovnictví / Finance",
        "sk": "Bankovníctvo / Poisťovníctvo / Financie"
      },
      "id": 175
    }
  ],
  "offices": [
    {
      "city": "Paris",
      "country": null,
      "country_code": "FR",
      "district": "Paris",
      "state": "Ile-de-France",
      "is_headquarter": true,
      "is_displayed": true
    }
  ],
  "cover_image": {
    "fr": {
      "url": "https://cdn-images.welcometothejungle.com/Q10CMhu_ge-uVoHJszbX3cqhQQ7yamm_gychQnzkVy8/w:2000/q:85/czM6Ly93dHRqLXBy/b2R1Y3Rpb24vdXBs/b2Fkcy93ZWJzaXRl/X29yZ2FuaXphdGlv/bi9jb3Zlcl9pbWFn/ZS93dHRqX2ZyL2Zy/LTBkYzdjYjY0LTli/YWItNDhmNy1hZjcx/LTIwNThkZDNhNzk4/Zi5qcGc",
      "thumb": {
        "url": "https://cdn-images.welcometothejungle.com/jKOI_nCxPrwSQo8M2JVFs1D5GYcCrjtAUdvG7F7cEWU/w:200/q:85/czM6Ly93dHRqLXBy/b2R1Y3Rpb24vdXBs/b2Fkcy93ZWJzaXRl/X29yZ2FuaXphdGlv/bi9jb3Zlcl9pbWFn/ZS93dHRqX2ZyL2Zy/LTBkYzdjYjY0LTli/YWItNDhmNy1hZjcx/LTIwNThkZDNhNzk4/Zi5qcGc"
      },
      "small": {
        "url": "https://cdn-images.welcometothejungle.com/6b5M_mbGLFlL7UmMmXz2JyRsELipRrGEkoNx7WOzAnI/w:640/q:85/czM6Ly93dHRqLXBy/b2R1Y3Rpb24vdXBs/b2Fkcy93ZWJzaXRl/X29yZ2FuaXphdGlv/bi9jb3Zlcl9pbWFn/ZS93dHRqX2ZyL2Zy/LTBkYzdjYjY0LTli/YWItNDhmNy1hZjcx/LTIwNThkZDNhNzk4/Zi5qcGc"
      },
      "medium": {
        "url": "https://cdn-images.welcometothejungle.com/BkUfxmWwy8Y1QHft4gHWfwYDHemdPI2vJGs0SpBIr5Q/w:900/q:85/czM6Ly93dHRqLXBy/b2R1Y3Rpb24vdXBs/b2Fkcy93ZWJzaXRl/X29yZ2FuaXphdGlv/bi9jb3Zlcl9pbWFn/ZS93dHRqX2ZyL2Zy/LTBkYzdjYjY0LTli/YWItNDhmNy1hZjcx/LTIwNThkZDNhNzk4/Zi5qcGc"
      },
      "large": {
        "url": "https://cdn-images.welcometothejungle.com/rkPmztpWSVfNVCDO0L85VATIHT938dfcTB7RvDcDtVo/w:1500/q:85/czM6Ly93dHRqLXBy/b2R1Y3Rpb24vdXBs/b2Fkcy93ZWJzaXRl/X29yZ2FuaXphdGlv/bi9jb3Zlcl9pbWFn/ZS93dHRqX2ZyL2Zy/LTBkYzdjYjY0LTli/YWItNDhmNy1hZjcx/LTIwNThkZDNhNzk4/Zi5qcGc"
      }
    }
  },
  "logo": {
    "url": "https://cdn-images.welcometothejungle.com/vdiYaq0Ekw-xkx3nFS0Cm_uw5A9Y2z3X-Y3-0UDjx_o/w:200/q:85/czM6Ly93dHRqLXBy/b2R1Y3Rpb24vdXBs/b2Fkcy9vcmdhbml6/YXRpb24vbG9nby81/NjQxLzE3NzU2My81/N2ZmZDg1ZC0yNTNm/LTQxZmYtODhlMC00/Nzk1NzI4ZGNjOTEu/anBn",
    "thumb": {
      "url": "https://cdn-images.welcometothejungle.com/-9iYDyGPdzHb9Ia05wMs--hYxZINg8Q1GnLPkGbpWF0/w:70/q:85/czM6Ly93dHRqLXBy/b2R1Y3Rpb24vdXBs/b2Fkcy9vcmdhbml6/YXRpb24vbG9nby81/NjQxLzE3NzU2My81/N2ZmZDg1ZC0yNTNm/LTQxZmYtODhlMC00/Nzk1NzI4ZGNjOTEu/anBn"
    }
  },
  "published_at": "2026-06-24T14:40:16.165+02:00",
  "accepts_spontaneous_application": false,
  "profile_type": "standard",
  "object_id": null,
  "highlight_result": null,
  "from_url": "https://www.welcometothejungle.com/fr/companies?page=2&refinementList%5Boffices.country_code%5D%5B0%5D=FR"
}

Each company record returned contains 15+ fields with rich company intelligence:

Identification & Metadata

Field	Description
Name	Official company name as listed on Welcome to the Jungle
Slug	URL-friendly version of the company name
Website	Company's official website URL
Reference	Unique internal reference identifier for the company
Object ID	Unique database identifier for the company record

Company Profile Data

Field	Description
Descriptions	Company overview or tagline describing business focus and mission
Profile Type	Classification of the company (e.g., SME, Startup, Enterprise, Freelancer)
Sectors	Industries the company operates in (e.g., tech, fintech, e-commerce)
Jobs Count	Total number of active job openings posted by the company

Location & Office Information

Field	Description
Offices	Array of office locations with city, country, and additional metadata for each presence

Visual Branding

Field	Description
Logo	URL to the company's logo image (typically PNG or JPG format)
Cover Image	URL to the company's profile cover or banner image

Engagement & Status

Field	Description
Published At	Timestamp when the company profile was first published on Welcome to the Jungle
Accepts Spontaneous Application	Boolean flag indicating if the company accepts unsolicited applications/CVs
Highlight Result	Additional search result highlighting or ranking metadata

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How to Use

1. Identify target URLs — Navigate to Welcome to the Jungle's companies section. Copy the URL of the search results or filtered company list (e.g., fr/companies?page=2&refinementList...).
2. Configure your input — Paste one or more URLs into the urls array. Adjust max_items_per_url based on your needs (20 for quick tests, 100+ for bulk export).
3. Set error handling — Use ignore_url_failures: true if scraping multiple pages to avoid halts from temporary failures.
4. Run the scraper — Start the actor and monitor progress in the run log.
5. Download results — Export the dataset as JSON, CSV, or Excel, or integrate directly via API.

Best practices:

• Use filtered URLs (by country, sector, company size) to reduce data volume and collection time.
• Set max_items_per_url to a realistic number based on visible results on the page.
• Test with a single URL first before running bulk multi-page scrapes.

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Use Cases & Business Value

• Talent acquisition: Build targeted prospect lists of companies actively hiring in your region or sector
• Competitive intelligence: Monitor hiring activity, growth, and new openings from competitor companies
• Market research: Analyze company distribution by sector, size, and geography to identify trends
• CRM integration: Enrich sales and recruitment databases with company metadata and contact intelligence
• Recruitment analytics: Track job count trends to identify high-growth or rapidly scaling organizations

By automating company data collection, you eliminate days of manual research and unlock insights impossible to obtain through manual browsing alone.

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Conclusion

The Welcome to the Jungle Business Search Scraper delivers fast, accurate company intelligence from one of Europe's most comprehensive job platforms. Whether building prospect lists, analyzing markets, or fueling recruitment systems, this scraper transforms search results into actionable, structured data. Start scraping today and accelerate your business intelligence workflows.