Linktree Scraper — Creator Socials, Links & Contacts

Linktree Scraper — Creator Socials, Links, Products & Contact Details

Turn any Linktree (or compatible link-in-bio) profile into rich, structured lead intelligence without coding, browser extensions, or manual copy-pasting. This automated Linktree scraper extracts creator bios, official social profile handles across 25+ platforms (Instagram, TikTok, YouTube, X/Twitter, Facebook, Spotify, Twitch, Discord, Snapchat, LinkedIn, Threads, OnlyFans, Patreon), custom links, e-commerce storefronts, and direct contact emails.

Paste a single handle or submit thousands of creator handles in bulk. Collect verified creator names, real bios (with auto-generated boilerplate filtered out), country codes, account tiers, verification badges, high-resolution avatars, full social media mapping, and decoded contact emails.

Export seamlessly to JSON, CSV, Excel, or consume programmatically via the Apify REST API.

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⚡ At a Glance

Feature	Details
Target Platforms	Linktree (with best-effort support for about.me, bio.link, and standard link-in-bio pages)
Data Extracted	Bio descriptions, social links & handles (25+ networks), custom campaign links, personal websites, contact emails, avatar images, account tiers, verification status
Supported Socials	Instagram, TikTok, YouTube, X (Twitter), Facebook, Spotify, Apple Music, SoundCloud, Twitch, Discord, Snapchat, Pinterest, LinkedIn, Telegram, Threads, Patreon, Substack, Reddit, WhatsApp
Email Extraction	Captures mailto links, regex matches, and automatically decodes Cloudflare-obfuscated (cfemail) addresses
Deep Batch Scale	Unlocked for 1,000+ profiles per run with concurrent HTTP workers (maxItems: 0 for unlimited)
Execution Speed	50 profiles in ~5–10 seconds; up to 500 profiles in under 3 minutes
Proxy Requirement	Apify Datacenter Proxy enabled by default (zero expensive residential proxy fees)
Export Formats	Dataset JSON, CSV, XLSX, XML, or direct REST API / Webhooks

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🔎 Why Scrape Linktree & Link-in-Bio Data?

A creator's Linktree is the central digital hub linking their fragmented audience across Instagram, TikTok, YouTube, and X to their primary revenue streams, merchandise stores, newsletters, and management contacts. For brands, agencies, and B2B marketers, link-in-bio pages represent the most accurate, self-curated source of creator contact information on the public web.

Manual prospecting is notoriously inefficient: visiting individual profile pages, clicking each social icon, inspecting footers for email addresses, and manually deciphering anti-scraping email encodings takes several minutes per creator.

Key strategic advantages of automated Linktree scraping:

• Influencer Marketing & Talent Outreach: Build comprehensive creator contact lists complete with secondary social channel handles and business inquiry emails.
• Cross-Platform Identity Resolution: Map an Instagram handle to the creator's corresponding TikTok, YouTube channel, and X account in one single step.
• B2B Lead Generation & CRM Enrichment: Enrich raw lists of influencer usernames with verified corporate websites, Shopify stores, and corporate email addresses.
• Creator Economy Market Research: Analyze product monetization trends, affiliate partnership prevalence, and platform adoption across creator niches.
• Agency Talent Scouting: Discover emerging creators across multiple platforms before their rates escalate.
• AI Agent Context Feeding: Feed real-time social channel mappings into LLM-driven research agents and automated cold-outreach sequences.

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📊 Comparison Matrix

Capability	Linktree Scraper (This Actor)	Manual Prospecting	Generic HTML Scrapers	Paid Influencer Databases
Collection Speed	500 profiles in ~3 minutes	1 profile every 3–4 minutes	Slow browser-based rendering	Instant search, but stale cached data
Cross-Platform Mapping	✅ 25+ social networks mapped	🟡 Requires visiting each icon	❌ Incomplete link detection	🟡 Often outdated handles
Cloudflare Email Decoding	✅ Auto-decodes cfemail	❌ Blocked / hidden in DOM	❌ Returns scrambled hex	🟡 Mixed email accuracy
Clean Bio Filtering	✅ Boilerplate auto-removed	🟡 Manual editorial cleanup	❌ Saves generic SEO text	🟡 Basic bio snippet only
Operational Cost	🟢 Fractions of a cent (Datacenter)	🔴 High labor expenditure	🟡 High server compute cost	🔴 $500–$2,000/month subscriptions
Data Freshness	🟢 Live request at run time	🟢 Live	🟢 Live	🔴 Weeks or months out of date

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🌐 Supported Social & Media Platforms

The scraper automatically identifies, classifies, and normalizes handles across all major creator networks:

Network Category	Supported Platforms
Video & Streaming	YouTube, TikTok, Twitch, Bilibili, Vimeo
Social Networks	Instagram, X (Twitter), Facebook, Threads, LinkedIn, Snapchat, Pinterest, Reddit
Audio & Music	Spotify, Apple Music, Apple Podcasts, SoundCloud
Messaging & Community	Discord, Telegram, WhatsApp
Creator Monetization	Patreon, OnlyFans, Cameo, Substack, Medium, VSCO
Commerce & Payments	Shopify, Merchbar, Amazon Storefronts, PayPal, Venmo, Cash App

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✨ Key Features & Capabilities

• ✅ Bulk Username & URL Ingestion: Accepts both raw handles (selenagomez) and full URLs (https://linktr.ee/selenagomez) across thousands of rows.
• ✅ Clean Social Normalization: Separates official channel profiles from temporary campaign links so promotional Spotify singles don't clutter your social handle roster.
• ✅ Cloudflare Email Decryption: Decodes Cloudflare email obfuscation (data-cfemail) automatically without requiring browser interaction.
• ✅ Bogus Email Filtering: Employs rigorous regex filters to purge generic placeholder emails (your@email.com, asset filenames, and tracking tokens).
• ✅ Boilerplate Bio Elimination: Detects when a creator leaves their bio empty and Linktree injects generic placeholder text, returning clean null values instead of SEO noise.
• ✅ Optional Deep Website Enrichment: When enrichEmails: true, follows external website and portfolio links to discover embedded business inquiry emails.
• ✅ 1,000+ Profile Deep Batching: Designed to handle massive prospecting batches via 6 concurrent HTTP workers with zero rate-limit blocks.
• ✅ Low-Cost Datacenter Execution: Engineered for high-speed HTTP transport, eliminating costly residential proxy bandwidth consumption.

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🎯 High-Impact Use Cases

1. Influencer Marketing Agencies & Brand Partnerships

Ingest creator handle lists from campaign discovery tools and output unified contact sheets containing verified business emails, TikTok follower hubs, and secondary YouTube links for cold outreach.

2. E-Commerce & Creator Merch Vendors

Identify creators operating Shopify or custom merchandise stores via the websites and links arrays to pitch white-label merchandising, manufacturing, or fulfillment services.

3. Record Labels & Music A&R Scouts

Track independent musicians' Spotify, Apple Music, and SoundCloud links from their bio pages to discover emerging viral talent across TikTok and Instagram.

4. Podcast Booking & Talent Management

Source guest booking emails and direct personal websites for industry experts, founders, and lifestyle influencers across specialized verticals.

5. Cross-Platform Audience Analytics

Quantify cross-platform footprint distributions by examining which secondary networks (Threads vs. X, Discord vs. Telegram) top-tier creators prioritize.

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📥 Input Configuration

Parameter	Type	Default	Description
profiles	Array	["selenagomez"]	List of Linktree handles (e.g., "selenagomez") or complete profile URLs. One entry per line.
enrichEmails	Boolean	false	When true, follows external website links to harvest additional contact emails (adds requests; recommended for deep enrichment).
maxItems	Integer	0	Maximum number of profiles to scrape. Set to 0 for unlimited execution across all provided handles.
proxyConfiguration	Object	{ "useApifyProxy": true }	Apify Datacenter Proxy configuration (residential proxy is not required or recommended).

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📤 Output Data Fields

Each profile returns a clean, structured object designed for immediate import into CRM systems and spreadsheets.

👤 Profile Metadata & Identity

Field	Type	Coverage	Description
username	String	🟢 High	Linktree handle (e.g., "selenagomez").
url	String	🟢 High	Canonical link-in-bio URL.
title	String	🟢 High	Display name or title of the profile.
description	String	🟡 Conditional	Official creator bio (generic Linktree placeholder text is purged).
country	String	🟡 Conditional	Account registration country code (e.g., "US").
tier	String	🟡 Conditional	Linktree subscription tier (e.g., "PRO").
isVerified	Boolean	🟢 High	Whether the profile displays the official blue verification badge.
profileImage	String	🟢 High	High-resolution avatar photograph URL.
scrapedAt	String	🟢 High	ISO 8601 UTC timestamp of execution.

🔗 Social Networks & Channels (socialLinks[])

Field	Type	Coverage	Description
platform	String	🟢 High	Detected network name (e.g., "Instagram", "TikTok", "YouTube").
url	String	🟢 High	Full target URL to the creator's profile page.
handle	String	🟡 Conditional	Extracted platform username or channel handle.
socialCount	Number	🟢 High	Total number of verified social channels attached to this profile.

🌐 Links, Storefronts & Contact Details

Field	Type	Coverage	Description
links	Array	🟢 High	Array of custom campaign, product, or content links ({ title, url, type }).
linkCount	Number	🟢 High	Total count of custom links featured on the page.
websites	Array	🟡 Conditional	External personal websites, portfolio pages, and merchandise storefronts.
emails	Array	🟡 Conditional	Array of validated contact emails (decoded from page and linked websites).

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💻 Sample Output Record

{
  "platform": "linktree",
  "username": "selenagomez",
  "url": "https://linktr.ee/selenagomez",
  "title": "Selena Gomez",
  "description": "Founder @ Rare Beauty, Wondermind. New music out now!",
  "country": "US",
  "tier": "ENTERPRISE",
  "isVerified": true,
  "categories": ["Entertainment", "Beauty"],
  "profileImage": "https://ugc.production.linktr.ee/avatar/selenagomez.jpg",
  "socialCount": 7,
  "socialLinks": [
    {
      "platform": "Instagram",
      "url": "https://instagram.com/selenagomez",
      "handle": "selenagomez"
    },
    {
      "platform": "TikTok",
      "url": "https://tiktok.com/@selenagomez",
      "handle": "selenagomez"
    },
    {
      "platform": "YouTube",
      "url": "https://youtube.com/selenagomez",
      "handle": "selenagomez"
    },
    {
      "platform": "Spotify",
      "url": "https://open.spotify.com/artist/0C8ZW7ezQVs4URX5aX7Kqx",
      "handle": "0C8ZW7ezQVs4URX5aX7Kqx"
    },
    {
      "platform": "Apple Music",
      "url": "https://music.apple.com/us/artist/selena-gomez/280215974",
      "handle": "selena-gomez"
    },
    {
      "platform": "X",
      "url": "https://x.com/selenagomez",
      "handle": "selenagomez"
    },
    {
      "platform": "Facebook",
      "url": "https://facebook.com/selenagomez",
      "handle": "selenagomez"
    }
  ],
  "linkCount": 4,
  "links": [
    {
      "title": "Shop Rare Beauty Official",
      "url": "https://www.rarebeauty.com",
      "type": "CLASSIC"
    },
    {
      "title": "Wondermind Mental Fitness",
      "url": "https://www.wondermind.com",
      "type": "CLASSIC"
    }
  ],
  "websites": [
    "https://www.rarebeauty.com",
    "https://www.wondermind.com"
  ],
  "emails": [
    "contact@rarebeauty.com"
  ],
  "scrapedAt": "2026-11-10T13:45:00.000Z"
}

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🛠️ Programmatic Integration & Code Examples

Automate creator prospecting and contact enrichment using Python, Node.js, or cURL.

Python Integration

from apify_client import ApifyClient

# Initialize client with your Apify API token
client = ApifyClient("YOUR_APIFY_TOKEN")

# Trigger batch Linktree extraction
run = client.actor("haketa/linktree-scraper").call(
    run_input={
        "profiles": [
            "selenagomez",
            "mkbhd",
            "https://linktr.ee/charlidamelio"
        ],
        "enrichEmails": True,
        "maxItems": 100
    }
)

# Fetch results from dataset
items = client.dataset(run["defaultDatasetId"]).list_items().items
for creator in items:
    print(f"Creator: {creator.get('title')} (@{creator.get('username')})")
    print(f"  Socials: {creator.get('socialCount')} | Emails: {creator.get('emails')}")
    for soc in creator.get("socialLinks", []):
        print(f"    - {soc.get('platform')}: {soc.get('url')}")

Node.js Integration

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({
    token: 'YOUR_APIFY_TOKEN',
});

const run = await client.actor('haketa/linktree-scraper').call({
    profiles: ['selenagomez', 'mkbhd'],
    enrichEmails: false,
    maxItems: 50,
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(`Successfully scraped ${items.length} creator profiles.`);

cURL API Request

curl -X POST "https://api.apify.com/v2/acts/haketa~linktree-scraper/runs?token=YOUR_APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "profiles": ["selenagomez"],
    "enrichEmails": false,
    "maxItems": 10
  }'

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🚀 Quickstart Guide

1. Log in to your Apify Console workspace.
2. Search for Linktree Scraper in the Apify Store.
3. Paste handles or URLs into the profiles input (one handle per line).
4. (Optional) Toggle enrichEmails if you require deep website scanning for contact emails.
5. Set maxItems to 0 for unlimited execution across all provided handles.
6. Click Start to run the scraper.
7. Download your normalized dataset as JSON, CSV, or Excel.

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⚡ Performance, Scaling & Best Practices

• High-Volume Bulk Prospecting: When processing lists of 1,000+ creators, pass handles in batches of 500–1,000 to keep run durations short and easily manageable.
• Fast Mode vs. Deep Email Scan: For standard social handle mapping, leave enrichEmails: false. This allows the actor to process ~50 profiles every 5 seconds. Enable enrichEmails only when verified business emails are mandatory.
• Deduplication Advantage: Passing duplicate handles in the input list does not trigger duplicate requests; internal URL sets ensure each creator profile is requested only once.
• Pairing with Discovery Scrapers: Combine this actor with Haketa's YouTube or TikTok scrapers: extract channel bios containing linktr.ee links, then pipe those handles directly into this actor for enrichment.

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❓ Frequently Asked Questions

Do I need a Linktree account or login to scrape profiles? No. All data is collected from publicly visible profile pages without requiring login credentials, cookies, or account sessions.

How does Cloudflare email decryption work? Linktree encodes some email addresses using Cloudflare's email protection (data-cfemail). This actor automatically decodes the hex-encoded string to restore the authentic email address.

Why are some creator bios null? When creators do not write an explicit biography, Linktree displays auto-generated boilerplate text. This actor filters out that generic filler text to keep your dataset clean and authentic.

Can I scrape other link-in-bio services? Yes. In addition to linktr.ee, the actor features generic heuristic and JSON-LD parsing for platforms like about.me, bio.link, and personal creator landing pages.

Are custom promotional links counted as social channels? No. To prevent data contamination, content and campaign links (e.g. Spotify song links or YouTube video links) are categorized inside links, while official artist channels live inside socialLinks.

What export formats are supported? You can download the dataset as JSON, CSV, Excel (XLSX), XML, or connect directly via the Apify REST API to CRM platforms like HubSpot or Salesforce.

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🔗 Related Creator Economy & Lead Gen Scrapers

Expand your creator intelligence pipeline with complementary actors from Haketa:

• YouTube Contact Scraper — Channel Emails & Social Links
• YouTube Comments Scraper — Audience Engagement & Sentiment
• Patreon Scraper — Creator Tiers & Membership Data
• Luma Event Scraper — Event Hosts & Attendee Communities
• Meetup Scraper — Organizers & Local Group Leads
• Xiaohongshu (RedNote) Scraper — Creators & Lifestyle Notes

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📋 Changelog

• v1.2 (2026-11) — Unlocked deep 1,000+ profile batch processing; optimized concurrent HTTP pool for faster prefill execution; refined Cloudflare email decoding and boilerplate bio elimination; updated schemas.
• v1.1 (2026-09) — Separated social profile handles from content links; introduced automated bogus email filtering; added support for secondary link-in-bio formats.
• v1.0 (2026-06) — Initial release featuring public Linktree profile extraction, 25+ social channel classification, and multi-format export.