📘 Facebook Page Email Scraper Pro

Extract business emails, phones, and contact info from Facebook pages — with AI-powered lead enrichment.

The most accurate Facebook email scraper on Apify. Search by keyword + location or paste a list of Facebook page URLs and get back ready-to-use B2B leads with niche detection, lead scoring, and outreach insights — all on a pay-per-result model so you only pay for the contacts you actually receive.

🚀 What makes this Facebook lead generator different

Most Facebook scrapers grab whatever is visible on the profile and call it a day — ~10% email hit rate at best. This one visits each business's actual website linked from their Facebook page to extract real contact data, delivering 40–60% email hit rates with full AI enrichment.

✅ Visits business websites for real business emails (not just whatever Facebook shows) ✅ AI-powered enrichment: niche, sub-niche, country, language, lead score (0–100), lead quality (hot/warm/cold), and a 1-sentence outreach recommendation per lead ✅ Auto-follows link aggregators — Linktree, Beacons, Carrd, Lnk.bio, Stan.store, Bento.me, and 22+ more ✅ Two input modes — search by keyword + location OR paste a URL list ✅ Pay-per-result pricing — only pay for what you actually get, no subscription, no minimum

💰 Pricing (Pay Per Result)

Result type	Price
📧 With email, phone, or social link	$0.03
❌ Pages without contact info / failed lookups	FREE

You only pay when we deliver a usable contact. Pages without any extractable contact info are skipped — not added to your dataset, not billed. No subscriptions, no monthly fees, no minimum spend.

That works out to $3 per 100 leads with contact info — and you also get phone numbers, social links, and AI insights bundled in.

🎯 Perfect for

• Sales teams building targeted B2B contact lists from Facebook business pages
• Marketing agencies running cold email and LinkedIn outreach campaigns
• Recruiters finding decision-makers and hiring managers in specific industries
• Founders & operators doing competitive research, partnership prospecting, or local market discovery
• Lead generation services scaling outreach across niches without manual work

🛠 How to use

Mode 1 — Search by keyword + location

The fastest way to build a Facebook lead list for any niche in any location.

{
  "mode": "search",
  "searchKeyword": "wedding venue",
  "searchLocation": "Tampa, FL",
  "maxResults": 100
}

The scraper will find every Facebook business page matching your keyword in that location, extract contacts, and enrich each lead with AI insights.

Mode 2 — Paste a URL list

If you already have a list of Facebook pages (from a competitor analysis, partnership research, or a previous scrape), feed them in directly.

{
  "mode": "urls",
  "facebookUrls": [
    "https://www.facebook.com/example1",
    "https://www.facebook.com/example2"
  ]
}

Optional settings

Setting	What it does	Default
visitWebsites	Visit each business's website for higher email hit rate	true (recommended)
followLinkAggregators	Follow Linktree, Beacons, Carrd, etc. for more contacts	true
enableAIEnrichment	AI niche detection, lead scoring, and outreach insights	true
maxResults	Maximum results to return (cap on billable results)	100
maxConcurrency	Number of pages to process in parallel	5

📊 Output sample

Every result is delivered as structured JSON, ready to import into your CRM, outreach tool, or spreadsheet:

{
  "pageName": "Smith HVAC Tampa",
  "pageUrl": "https://facebook.com/smithhvac",
  "pageCategory": "Heating contractor",
  "emails": ["info@smithhvac.com", "service@smithhvac.com"],
  "phones": ["+1-813-555-0123"],
  "websiteUrl": "https://smithhvac.com",
  "socialLinks": {
    "instagram": "https://instagram.com/smithhvac",
    "linkedin": "https://linkedin.com/company/smithhvac"
  },
  "address": "123 Main St, Tampa, FL 33601",
  "city": "Tampa",
  "state": "FL",
  "country": "US",
  "followers": 1247,
  "rating": 4.8,
  "reviewCount": 312,
  "niche": "HVAC services",
  "subNiche": "Residential and commercial HVAC repair, installation, and maintenance",
  "language": "English",
  "leadScore": 87,
  "leadQuality": "hot",
  "actionableInsights": "Strong online presence with 4.8 rating and active posting. Excellent target for B2B HVAC supply or partnership outreach — emphasize commercial credentials in cold email.",
  "aiConfidence": 0.92,
  "hitType": "email",
  "scrapedAt": "2026-04-28T15:30:00Z"
}

You can also export the full dataset as CSV, Excel, JSON, or RSS straight from the Apify dashboard with one click.

🔗 Need more lead data? Try the full Data Runner suite

I built this as part of a complete B2B lead generation toolkit. Mix and match across platforms to build the most complete contact lists possible:

• 🌐 Website Email Extractor — Extract emails, phones, and social links from any list of website URLs. Best for working from existing domain lists.
• 📍 Google Maps Lead Generator Pro — AI-enriched local business leads with niche scoring. Best for hyper-local outreach.
• 📍 Google Maps Lead Generator — Basic Google Maps scraper without AI. Best for budget-friendly volume.
• 📸 Instagram Email Scraper — Email extraction from Instagram profiles by keyword or username list. Best for creator and influencer outreach.
• 🎬 YouTube Email Scraper — Extract creator contact info from YouTube channels. Best for sponsorships and partnerships.
• 🎵 TikTok Email Scraper — TikTok creator emails for influencer marketing campaigns.
• ✈️ Tripadvisor Lead Generator — Hotel, restaurant, and tour operator contacts from Tripadvisor.
• ✅ Email Verifier & Enricher Pro — Verify deliverability (SMTP, MX, catch-all) of the emails you extract here, so you only send to inboxes that actually exist. Best for cleaning this actor's output before a campaign.

❓ Frequently Asked Questions

Is Facebook page scraping legal?

The scraper only accesses publicly visible data from Facebook business pages — the same information any logged-off visitor sees — and doesn't touch private profiles, gated content, or anything behind a login. US courts have generally treated collecting public data as permissible (e.g. hiQ v. LinkedIn). That said: Meta's Terms of Service restrict automated collection, and under GDPR / UK GDPR a business email can still be "personal data" — being public does not by itself make collecting, storing, or marketing to it lawful. If you target EU/UK/Canada residents you typically need a documented lawful basis (e.g. a legitimate-interest assessment) and must meet transparency and opt-out duties. You are the data controller for the data you collect. This is not legal advice — check your obligations (or consult counsel) for your audience.

Will my Facebook account get banned?

No — the scraper never logs in or uses your Facebook account, cookies, or credentials, so your personal account is not at risk. (Separately, Meta's Terms restrict automated collection and Meta may block scraping IPs; that's handled on the infrastructure side, not your account.)

How accurate is the email extraction?

Email hit rates depend on the niche:

• Service businesses (HVAC, dental, legal, real estate, contractors): 50–60% typical hit rate
• Local venues & event spaces: 45–55% typical hit rate
• Restaurants & retail: 30–45% typical hit rate
• Pure social-media-only accounts (creators, influencers, personal brands): 5–15%

The "Visit business websites" toggle is the single biggest driver of hit rate — leave it enabled. Note that extracted emails are not deliverability-tested — to confirm they're valid before a campaign, pipe the output through Email Verifier & Enricher Pro.

How accurate is the AI enrichment?

Every lead comes with an aiConfidence score from 0.0 to 1.0:

• Confidence > 0.8 → highly reliable, use as-is
• Confidence 0.5–0.8 → useful but verify before high-stakes use
• Confidence < 0.5 → take with a grain of salt (typically pages with sparse public info)

Can I use this for cold email campaigns?

You can, but compliance is your responsibility as the sender. Follow CAN-SPAM (US — include a valid unsubscribe and honor opt-outs), CASL (Canada — generally requires consent before you send), and GDPR / UK GDPR (EU/UK — you may need a lawful basis and to disclose where you obtained the data, often within one month of contact). This actor provides contact data only — it does not gather consent or suppression lists and can't make a send compliant on its own.

Does it work outside the United States?

Yes. The scraper works globally — search any keyword in any country, city, or region. The AI enrichment auto-detects the language and country of each lead, which makes it easy to segment campaigns by geography.

Can I get a refund for failed results?

You don't pay for failed results in the first place. The pay-per-result model only charges for successful scrapes. If a Facebook page doesn't exist or the upstream lookup fails, you pay $0 for that lead.

How many results can I scrape per run?

Up to 1,000 pages per run. For higher volume, run multiple jobs — there's no daily or monthly limit.

🐛 Found a bug or have feedback?

Open an issue on the Issues tab of this Actor or reach out on X — @DataRunnerDev. I read everything and ship fixes weekly.

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Built by Data Runner — AI-powered scrapers for B2B lead generation.