Pricing

from $1,000.00 / 1,000 results

Automated LinkedIn profile discovery + ranking (recruiter tool)

This Apify actor discovers and analyzes public LinkedIn profiles using multiple search engines with advanced filtering, automated fallback strategies, and intelligent candidate ranking based on provided skills and Location.

Pricing

from $1,000.00 / 1,000 results

Rating

0.0

(0)

Developer

Yash

Actor stats

Bookmarked

Total users

Monthly active users

2 days ago

Last modified

LinkedIn Profile Search & Ranking Engine

This Apify actor discovers and analyzes public LinkedIn profile URLs only using multiple search engines with advanced filtering, automated fallback strategies, and intelligent candidate ranking.

⚠️ Important:

This actor does not scrape full LinkedIn profile content. It fetches, evaluates, and ranks LinkedIn profile URLs based on relevance signals.

🎯 Designed For

Recruiters and talent researchers
Job market analysts
Lead generation workflows
Sales and sourcing automation
Market intelligence systems

⚙️ What the Actor Does

Multi-source profile discovery using search engines
Intelligent fallback when results are limited
Automated profile enrichment
Candidate relevance scoring and ranking
Structured CSV and dataset export

No login or cookies are required.

🚀 Core Features

Advanced job title and keyword-based profile discovery
Multi-layer search fallback for maximum reliability
Automatic query widening when results are too limited
Must-have skills filtering
Nice-to-have skills boosting
CSV and dataset export
Fully automated and scalable

📥 Input Parameters

Field	Type	Required	Default	Description
`baseTitle`	string	✅ Yes	`Data Scientist`	Job title or role to search for
`location`	string	✅ Yes	`Pune`	City or country to target
`skills`	array	No	`["Python", "SQL", "Machine Learning"]`	Skills for search and scoring
`maxProfiles`	integer	No	`10`	Max profiles to scrape. Range: 1–500

📤 Output Fields

Each result item contains:

{
  "firstName": "Priya",
  "headline": "Senior Data Scientist | Python · ML · NLP",
  "skills": ["Python", "Machine Learning", "SQL"],
  "profileUrl": "https://www.linkedin.com/in/priya-example"
}

🔧 Run Options

Option	Value
Default timeout	600 seconds (10 minutes)
Default memory	1024 MB
Proxy group	RESIDENTIAL

📝 Notes & Limitations

Operates entirely on publicly accessible data
Does not use LinkedIn's API or bypass authentication
Some profiles may return limited fields if visibility is restricted

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