Instagram Creator Lead Extractor — Influencer Emails & Analytics

Scrape public Instagram profiles to find creator leads with business emails, follower stats, engagement metrics, and business category. This Instagram creator lead extractor helps influencer marketing agencies and e-commerce brands build targeted outreach lists.

How It Works

The actor launches a fingerprinted Playwright browser against each Instagram profile URL you supply, waits for the React app to hydrate, and runs an in-page evaluate to read og: meta tags, stat spans (followers/following/posts), the bio text, external website link, verified badge, business category, and profile image. It then regex-extracts emails and phones from the combined bio, page text, and website, filters out role-based and common free-mail addresses, and computes a 0-100 creator score from follower tier, verification, business status, email availability, website, and category. Each enriched record is pushed to the dataset incrementally.

Features

• Profile scraping: Extract data from any public Instagram profile
• Email discovery: Business emails from bio and external links
• Follower analytics: Follower count, following, post count
• Verification detection: Identify verified creator accounts
• Business category: Extract Instagram business categories
• CRM-ready export: JSON, CSV, HubSpot, Apollo, Salesforce
• Engagement scoring: 0-100 quality score per creator

Input Parameters

Parameter	Type	Default	Description
profileUrls	array	—	Instagram profile URLs
maxResults	integer	10	Max profiles (1-500)
minFollowers	integer	1000	Follower threshold
categories	array	—	Business category filter
includeEmail	boolean	true	Extract business emails
outputFormat	string	json	Export format
proxyConfiguration	object	Apify Proxy	Proxy for reliable scraping

Output Example

{
  "username": "fitnesswithalex",
  "fullName": "Alex Rivera Fitness",
  "bio": "NASM-CPT. DM for coaching. business@fitnesswithalex.com",
  "followers": 287000,
  "following": 412,
  "postsCount": 956,
  "isVerified": true,
  "isBusiness": true,
  "businessCategory": "Health & Wellness Website",
  "website": "https://fitnesswithalex.com",
  "emails": ["business@fitnesswithalex.com"],
  "phones": [],
  "creatorScore": 78,
  "profileUrl": "https://www.instagram.com/fitnesswithalex/",
  "profileImage": "https://scontent-iad3-1.cdninstagram.com/v/fitnesswithalex.jpg",
  "scrapedAt": "2026-07-27T18:30:00.000Z"
}

Use Cases

• Influencer marketing: Build outreach lists by niche and follower count
• Brand partnerships: Find creators in your target demographics
• Agency prospecting: Discover talent for client campaigns
• Competitive research: Audit competitor influencer partnerships