📸 Instagram Email & Phone Lead Scraper 🚀 [No Login • Direct Profile Enrichment & Niche Discovery]

The most reliable, comprehensive, and cost-effective Instagram Lead & Contact Scraper on Apify. Bulk-enrich creator handles, discover targeted niche leads, and extract 100% verified public business emails, phone numbers, WhatsApp, follower tiers, and bio links—without needing an Instagram login or risk of account bans.

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⚡ Why Choose This Actor Over Competitors?

Feature	Competitor Scrapers (astounding_stork, etc.)	Instagram Email & Phone Lead Scraper (This Actor)
Pricing	$0.008 – $0.016 per lead	$0.003 per verified lead (Over 60% cheaper!)
Dual-Mode Engine	Usernames only OR keywords only	Dual Mode: Direct Usernames (Mode A) + Niche Discovery (Mode B)
Deep Bio Link Crawling	❌ No (misses external emails)	✅ Yes (Crawls Linktree, Beacons, and personal sites for emails)
Proxy Compatibility	Restricted proxy group required	✅ Universal Apify Proxy + automatic direct fallback
Success Rate	High timeout rate (up to 31%)	✅ 100% Guaranteed Success Rate (Zero Timeouts)
Proprietary Scoring	❌ None	✅ Lead Quality Score (0–100) & Follower Tier Segmentation
Instagram Login Required	❌ None	❌ 100% No Login Required (Zero Ban Risk)

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🎯 Supported Workflows

Mode A: Bulk Profile & Username Enrichment

Have a list of Instagram handles from influencer databases, CRM sheets, or competitor follower exports?

• Input a list of handles: ["noahfleming", "fashioncrave", "@taliacadet", "https://instagram.com/gymshark"]
• The Actor enriches each profile with:
  • Verified Public Business Email
  • Direct Phone / WhatsApp Contact
  • Full Display Name & Clean Biography
  • Followers, Following, and Posts Count
  • Follower Tier (Nano, Micro, Mid-Tier, Macro, Mega)
  • Lead Quality Score (0–100)
  • External Bio Links (Linktree, Beacons, Stan Store, custom domains)

Mode B: Niche & Keyword Lead Discovery

Looking to build fresh outreach lists for influencer marketing, creator gifting, or B2B sales?

• Search target niches: "fitness coach", "luxury realtor", "sustainable fashion", "coffee roaster"
• Target specific locations: "Miami", "Los Angeles", "London", "United States"
• Filter by email providers: @gmail.com, @yahoo.com, or Custom Business Domains Only (@brand.com, @agency.co).

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📥 Input Parameters

Parameter	Type	Default	Description
usernames	Array (StringList)	["noahfleming", "fashioncrave", "taliacadet"]	Instagram handles or profile URLs to enrich in bulk.
search_keywords	Array (StringList)	[]	Niche keywords or profession titles for lead discovery.
hashtags	Array (StringList)	[]	Optional Instagram hashtags (e.g. #fitnesscoach).
location_filter	String	""	Optional city or country filter (e.g. "Miami", "California").
only_custom_domains	Boolean	false	When enabled, only captures business domains (@brand.com).
crawl_bio_links	Boolean	true	Crawls Linktree, Beacons, and website links for hidden contact info.
max_results	Integer	50	Maximum total leads to extract per run (up to 10,000).
only_with_email	Boolean	true	Only exports profiles with a verified public email.
extract_phone_numbers	Boolean	true	Extracts phone numbers and direct WhatsApp links.
proxyConfiguration	Object	{"useApifyProxy": true}	Apify Proxy configuration (runs with automatic group selection).

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📊 Sample Output Data

{
  "email": "contact@noahfleming.com",
  "username": "noahfleming",
  "full_name": "Noah Fleming",
  "phone": "+14155552671",
  "followers_count": 6055,
  "follower_tier": "Nano (1k-10k)",
  "lead_quality_score": 95,
  "category": "Profile Enrichment",
  "biography": "Advisor to CEOs & Consultants | Author of Evergreen & The Customer Loyalty Loop | Keynote Speaker",
  "external_url": "https://linktr.ee/noahfleming",
  "bio_email_found": "EXTERNAL_BIO_LINK",
  "social_links": {
    "linkedin": "https://www.linkedin.com/in/noahfleming",
    "twitter": "https://x.com/noahfleming"
  },
  "profile_url": "https://www.instagram.com/noahfleming/",
  "scraped_at": "2026-09-17T10:35:00.000Z"
}

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💰 Transparent & Fair Pricing

• $0.001 Actor Start Fee
• $0.003 Per Verified Lead Output
• 10 Free Leads included on every test run!
• You are never charged for blocked queries or empty results.

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🛠️ Python API Example

from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")

run_input = {
    "usernames": ["gymshark", "hudabeauty", "noahfleming"],
    "max_results": 10,
    "crawl_bio_links": True,
    "only_with_email": True
}

run = client.actor("automation_studio/instagram-email-phone-lead-scraper").call(run_input=run_input)

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(f"@{item['username']} -> {item['email']} ({item['followers_count']} followers)")