Company Contact Scraper & AI Lead Enricher

Find emails, phone numbers, and social profiles on company websites, then enrich every lead with AI: industry, team size, ICP fit score, tech stack, and a ready-to-send outreach opener. One run, CRM-ready leads.

What does Company Contact Scraper & AI Lead Enricher do?

Paste a list of company website URLs. For each company it:

1. Scrapes the website — extracts email addresses, phone numbers, LinkedIn/Twitter/Facebook links, and key page text
2. Enriches with Claude AI — analyzes the content and returns structured sales intelligence
3. Outputs a clean dataset — one row per company, exportable to CSV, JSON, or Excel, ready for your CRM or outreach tool

Use it as an email finder, a contact scraper, or a full lead enrichment pipeline for cold outreach.

Why use this instead of a plain contact scraper?

Most email scrapers hand you raw data. This Actor adds a qualification layer on top: every lead comes pre-scored against your ICP with a personalized opener, so your SDRs work a ranked list instead of a spreadsheet of noise.

Output fields

Field	What it contains
url	Company website
emails	Email addresses found on the site
phones	Phone numbers found
socials	LinkedIn, Twitter/X, Facebook links
enrichment.industry	Detected industry (e.g. SaaS, E-commerce)
enrichment.teamSizeEstimate	Estimated team size range
enrichment.icpFitScore	ICP fit score 1–10 (10 = ideal B2B buyer)
enrichment.techStackHints	Technology clues found on the site
enrichment.primaryProduct	One sentence: what they sell
enrichment.outreachHook	Personalized cold outreach opener
enrichment.decisionMakerTitle	Likely job title to target

How to use it

1. Add company website URLs (one per line)
2. Paste your Anthropic API key — get one at console.anthropic.com. Claude Haiku is used, so enrichment costs fractions of a cent per company
3. Run. Download results as CSV/JSON or push them to your CRM via the Apify API

Example input

{
  "companyUrls": [
    "https://stripe.com",
    "https://notion.so",
    "https://linear.app"
  ],
  "anthropicApiKey": "sk-ant-...",
  "maxCompanies": 10
}

Example output (one company)

{
  "url": "https://stripe.com",
  "emails": [],
  "phones": [],
  "socials": { "linkedin": "https://linkedin.com/company/stripe", "twitter": "https://twitter.com/stripe" },
  "enrichment": {
    "industry": "FinTech / Payments SaaS",
    "teamSizeEstimate": "1000+",
    "icpFitScore": 9,
    "techStackHints": ["React", "AWS", "Stripe API"],
    "primaryProduct": "Online payment infrastructure for internet businesses",
    "outreachHook": "Love what you're doing with global payment expansion — wanted to share how we've helped similar fintech platforms cut churn by 22%.",
    "decisionMakerTitle": "Head of Revenue Operations"
  }
}

How much does it cost?

Pay-per-result: you are charged only per company successfully enriched, plus your own (tiny) Anthropic API usage. No subscription.

FAQ

Do I need my own API key? Yes — an Anthropic API key for the AI enrichment step. The scraping itself runs on Apify.

What if a site blocks scrapers? Add Apify Residential Proxy in the proxyConfig input.

Does it work behind login walls? No — it reads public pages only. Enrichment quality depends on how much content the site exposes publicly.

Can I feed the results into my CRM? Yes. Export CSV/Excel from the dataset, or pull JSON via the Apify API and pipe it into HubSpot, Pipedrive, Salesforce, or any outreach tool.

Support

Found a bug or want a field added? Open an issue on the Actor page and it will be addressed.