Linktree Advanced Lead Scraper

Advanced Linktree scraper that extracts creator profiles from category and subcategory directories — emails, social links, bio data, and profile metadata at scale.

Overview

The Linktree Advanced Lead Scraper is a high-performance discovery engine for link-in-bio directories. It crawls Linktree category pages and paginated subcategory lists to produce structured lead records — perfect for influencer databases, outreach lists, market research, and sales workflows.

Each scrape collects:

• Profile identifiers and display names
• Public email addresses from profile bios
• Social media links — Instagram, TikTok, YouTube, X/Twitter, and more
• External and affiliate links embedded in profiles
• Bio/description text for qualification and segmentation
• Verification status and profile metadata
• Scraped timestamps for freshness tracking

Pricing

Cost	Details
$0.005	Per result (profile extracted)

Use Cases

• Influencer databases — Build and maintain large creator databases from link-in-bio ecosystems
• Marketing outreach — Expand prospect lists with verified public contact points
• Lead generation — Discover business contacts, agencies, and freelancers at scale
• Market research — Analyze creator niches, monetized profiles, and trend patterns
• Affiliate prospecting — Find monetized online profiles for affiliate and growth marketing
• Creator economy analysis — Map the link-in-bio landscape across categories and regions

Input Parameters

Parameter	Type	Default	Description
categories	array	["business"]	Main Linktree categories to scrape (e.g., business, creative, education, tech, health-wellness)
subCategories	array	[]	Specific subcategories to target (e.g., startup, financial-services, digital-creator)
maxPagesPerCategory	int	5	How deep to go inside each category (~24 profiles per page)
maxConcurrency	int	10	Maximum pages processed simultaneously
debugLog	bool	false	Enable detailed logs and raw network payloads
proxyConfiguration	object	—	Apify Proxy settings (recommended to avoid rate limits)

Available Categories

business · creative · education · entertainment · fashion-beauty · food-beverage · government-politics · health-wellness · non-profit · other · tech · travel-tourism

Subcategory Examples

startup · financial-services · marketing-advertising · digital-creator · influencer · healthcare · saas · fintech · e-learning · bars-restaurants · clothing-accessories · gaming-esports · fitness · photography · real-estate

Output

Results are stored in a structured dataset with fields including:

• profileId, displayName, username, bio
• email, socialLinks (Instagram, TikTok, YouTube, X, etc.)
• externalLinks, affiliateLinks
• verified, scrapedAt
• category, subcategory

Recommendations

• Use Apify Proxy — Linktree actively rate-limits non-proxied requests. Enable Apify Proxy in proxyConfiguration for reliable large-scale runs.
• Start small — Test with maxPagesPerCategory: 2 before scaling up.
• Target subcategories — Narrow your scrape with specific subcategories for higher-quality, more relevant leads.
• Run on schedule — Set up recurring runs via Actor tasks to keep your lead database fresh.

Related Actors

• Instagram Scraper — Scrape Instagram profiles, posts, and hashtags
• TikTok Scraper — Extract TikTok video and profile data
• YouTube Scraper — Crawl YouTube channels and videos

FAQ

How many profiles can I scrape per run? With maxPagesPerCategory: 5 across 12 categories, expect ~1,440 profiles (5 × 24 × 12). Increase maxPagesPerCategory for more.

Does this work with other link-in-bio platforms? This Actor is specifically designed for Linktree's category directory structure.

Do I need proxies? Apify Proxy is highly recommended. Without proxies, runs may be rate-limited or blocked by Linktree.

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Actor ID: Zg2Ba6hxjHDB3ZMu1 Developer: ahmed_jasarevic

SEO Keywords

linktree scraper, linktree data, linktree API alternative, linktree extraction, linktree automation, linktree data scraping, web scraping linktree, linktree lead generation, linktree data mining, linktree crawler, scrape linktree, linktree dataset, linktree web data, linktree data extractor, linktree scraping tool, automated linktree, linktree data collection, linktree intelligence

For AI Agents & LLM Apps

This Actor is callable via the Apify MCP server and Apify API.

Purpose: Linktree Lead Scraper [5/1K] | Categories | Creators | Leads

Minimal working input:

{
  "startUrls": "..."
}

Output fields: url, title, description, metadata (varies by Actor)

Behaviors:

• Returns structured data in JSON format
• Supports proxy rotation for reliable extraction
• Output saved to Apify dataset

Billing: Pay-per-result pricing applies.

Legal & Compliance Disclaimer

This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Linktree Lead Scraper.

This Actor only accesses publicly available pages and does not bypass authentication, login requirements, or CAPTCHA challenges.

Users are solely responsible for ensuring their use of this Actor complies with Linktree Lead Scraper's Terms of Service and all applicable data-protection laws and regulations.

The developer assumes no liability for misuse of this tool or for any consequences resulting from data extraction activities.