🚀 BuiltIn Tech-Stack & Hiring Intent Enricher (Fast, Cloudflare-Proof & Real-Time)

An advanced, ultra-fast, and professional cloud-based web scraper for BuiltIn.com (the world's leading tech recruiting platform across major hubs like NYC, San Francisco, Chicago, LA, Seattle, and Boston).

This is the ultimate, production-ready B2B enrichment tool designed to extract self-reported technology stacks and active job postings with real salaries from any BuiltIn company profile. Instantly generate highly qualified sales leads and export them to Excel, CSV, or JSON.

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🌟 Key Features

• Self-Reported Tech Stack Extraction: Captures highly accurate programming languages, databases, cloud providers, and DevOps tools directly declared by companies on BuiltIn (data typically sold by enterprise platforms for $30,000+/year).
• Dynamic Tab Navigation: Emulates browser human interactions to click and expand nested department tabs (Engineering, Product, Design, Operations), ensuring 100% data completeness.
• Hiring Intent Detection: Analyzes current recruitment activity, counting active roles and mapping out departments that are currently expanding.
• Salary Range Normalization: Automatically parses raw salary text and normalizes them into numeric minimum and maximum values (salaryMin / salaryMax in USD) for advanced CRM queries and lead scoring.
• Playwright + Cheerio Hybrid Speed: Leverages a state-of-the-art hybrid architecture. Playwright handles the initial JS hydration and dynamic clicking, while Cheerio handles instantaneous, timeout-free DOM parsing. Extracts a full company profile in under 3 seconds.
• Cloudflare Bypass & Fingerprint Protection: Pre-packaged with Crawlee's advanced browser pools, randomized user agents, and HTTP/2 headers to easily glide past strict Cloudflare WAF checks.

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⚙️ Input Configuration

The Actor accepts the following input parameters:

Field	Type	Description	Default
startUrls	array	List of BuiltIn company profile URLs to scrape (e.g. https://www.builtin.com/company/google).	["https://www.builtin.com/company/google"]
proxyConfiguration	object	Specifies proxy settings. Residential proxies are highly recommended to bypass Cloudflare.	{"useApifyProxy": true}
maxConcurrency	integer	Limits the number of concurrent browser instances (keep low to avoid detection).	3

Input Example (JSON)

{
  "startUrls": [
    { "url": "https://www.builtin.com/company/optimal-dynamics" },
    { "url": "https://www.builtin.com/company/activecampaign" }
  ],
  "maxConcurrency": 2,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"]
  }
}

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📊 Output Dataset Example (JSON)

Every company profile scraped is structured into a clean, normalized schema, ready for CRM imports (HubSpot, Salesforce) or outbound campaign tools:

{
  "company_name": "Optimal Dynamics",
  "domain": "optimaldynamics.com",
  "builtin_url": "https://www.builtin.com/company/optimal-dynamics",
  "scraped_at": "2026-05-31T15:41:34.989Z",
  "tech_stack": {
    "languages": ["Python", "TypeScript", "Go"],
    "databases": ["PostgreSQL", "Redis"],
    "cloud_infrastructure": ["AWS", "Docker", "Kubernetes"],
    "other": ["React", "Next.js", "Terraform"]
  },
  "hiring_intent": {
    "is_actively_hiring": true,
    "total_open_roles": 5,
    "departments_hiring": [
      "Engineering"
    ],
    "salary_range": {
      "min_usd": 120000,
      "max_usd": 185000
    },
    "jobs": [
      {
        "job_id": "senior-ai-engineer",
        "title": "Senior AI Engineer",
        "department": "Engineering",
        "salary_range": "$140,000 - $185,000"
      },
      {
        "job_id": "senior-software-engineer-frontend",
        "title": "Senior Software Engineer, Frontend",
        "department": "Engineering",
        "salary_range": "$120,000 - $160,000"
      }
    ]
  }
}

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🎯 High-Value B2B Use Cases

1. Software & Consulting Agency Outbound: Target companies that use a specific frontend or backend framework (e.g. React or Node.js) and are actively hiring, offering immediate contract resource bridging while they search for permanent hires.
2. SaaS Sales Intelligence: Filter for organizations utilizing databases or cloud structures compatible with your SaaS tool, reaching out exactly when they are expanding their team.
3. Technical Recruitment (Headhunting): Discover open job requisitions, salary ranges, and tech stack expectations in real-time, matching and pitching ideal candidates ahead of competitors.

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🔒 GDPR & Compliance

• This Actor extracts only publicly available information voluntarily published by companies on their BuiltIn profiles.
• No personal data, private employee emails, or non-public details are extracted.
• Users are solely responsible for ensuring that their data utilization complies with local regulations (GDPR, CCPA) and platform Terms of Service.

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🚀 Proxy Requirements & Recommendations

BuiltIn.com actively monitors traffic to protect their directories from low-quality bots.

• Always enable Apify Proxy.
• Residential Proxy Groups are highly recommended for large batches (100+ URLs) to prevent HTTP 403 Forbidden and CAPTCHA challenge lockouts.