Bio Links Pack Scraper

Scrape creator profiles, links, and contact data from Milkshake, ManyLink, CarveLink, ContactInBio, Shorby, and Feedlink in one unified Actor. Feed it an array of bio link profile URLs and get back structured data — links, bios, social handles, emails, and more.

What it does

• Extracts all links from a creator's bio link page
• Pulls profile metadata (name, bio, avatar, social handles)
• Resolves shortened links to their final destinations
• Supports 6 major bio link platforms in a single run
• Returns clean, structured JSON ready for lead generation or research

Supported platforms

Platform	Example URL pattern
Milkshake	https://msha.ke/username/
ManyLink	https://many.link/username
CarveLink	https://carvelink.com/username
ContactInBio	https://contactin.bio/username
Shorby	https://shor.by/username
Feedlink	https://feedlink.com/username

Input

Field	Type	Required	Default	Description
profiles	array	Yes	—	List of bio link profile URLs to scrape
maxProfiles	int	No	100	Maximum number of profiles to process
resolveShortLinks	bool	No	true	Follow shortened URLs and resolve final destinations
proxyConfiguration	object	No	—	Proxy settings for reliable scraping

Output

Each item in the dataset contains:

{
  "url": "https://msha.ke/example/",
  "platform": "milkshake",
  "name": "Jane Doe",
  "bio": "Creator & entrepreneur",
  "avatar": "https://...",
  "links": [
    {
      "title": "My Store",
      "url": "https://example.com/shop",
      "resolvedUrl": "https://example.com/shop"
    }
  ],
  "socials": {
    "instagram": "https://instagram.com/janedoe",
    "twitter": "https://twitter.com/janedoe"
  },
  "email": "jane@example.com",
  "scrapedAt": "2026-08-30T12:00:00Z"
}

Pricing

Cost: $0.005 per result (per profile scraped).

Use cases

• Lead generation — discover creator contact info and social presence at scale
• Influencer research — audit bio link pages across platforms
• Creator economy analysis — study link patterns, monetization strategies
• Competitive intelligence — monitor competitor bio link profiles
• Contact discovery — find emails and social handles from public profiles
• Multi-platform scraping — one Actor for all major bio link services

Proxy configuration

We strongly recommend using Apify proxy for reliable scraping:

{
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}

Example run

{
  "profiles": [
    "https://msha.ke/example1/",
    "https://many.link/example2",
    "https://shor.by/example3"
  ],
  "maxProfiles": 3,
  "resolveShortLinks": true
}

Categories

• Social Media
• Ecommerce
• Lead Generation

Related Actors

Verified related actors on Apify that pair well with this one. All links point to real, publicly available actors.

• Instagram Profile Scraper
• Instagram Scraper

SEO Keywords

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

For AI Agents & LLM Apps

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

Purpose: Bio Links Pack [$0.01💰] | 6 Platforms | Milkshake|Shorby

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 Bio Links Pack.

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 Bio Links Pack'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.

FAQ

Why use this Actor instead of building my own scraper?

Building and maintaining a web scraper requires handling anti-bot detection, proxy rotation, data parsing, and ongoing maintenance as websites change. This Actor provides all of that out of the box with reliable, tested extraction.

What data format does this Actor return?

The Actor returns structured JSON data. Results are stored in an Apify dataset which can be exported as JSON, CSV, XML, or Excel.

Can I use this Actor with scheduling?

Yes. You can create a task from this Actor and schedule it to run automatically at regular intervals for monitoring or data collection purposes.

Is there a way to filter or limit results?

Yes. Check the input parameters for options like maxItems, maxPages, or similar limiting fields to control how much data is extracted per run.

What happens if the Actor encounters a blocked page?

The Actor uses proxy rotation and retry logic to handle blocks. If a page cannot be accessed, the Actor will skip it and continue with the remaining items.