I built a free tool that searches LinkedIn, Indeed, Glassdoor, ZipRecruiter and Google Jobs simultaneously

The problem

If you've searched for a job recently, you know the drill.

Open LinkedIn. Search. Open Indeed. Search again. Open Glassdoor.
Search again. Switch tabs. Lose track of what you already applied
to. Miss jobs because you didn't check one board that day.

It's exhausting. And completely unnecessary.

What I built

JobHunt AI is a free tool that searches all major job boards
simultaneously in one run and returns clean, deduplicated results.

What it does:

• Searches LinkedIn, Indeed, Glassdoor, ZipRecruiter and Google Jobs in one run
• Supports multiple roles + multiple locations simultaneously
• Auto-deduplicates results across all boards
• Optionally scores each job against your resume using Claude AI
• Returns a 0-100 match score, apply/consider/skip verdict, missing skills list, and top keywords per job
• Exports to JSON, CSV, or Excel

How it works technically

Built on top of JobSpy
(MIT licensed Python library) wrapped as an Apify Actor.

JobSpy handles the multi-board scraping and proxy rotation.
Claude API (claude-sonnet-4) handles the AI resume scoring layer.

The architecture is deliberately simple:

• scraper.py — JobSpy wrapper, board selection, dedup
• scorer.py — Claude scoring, keyword extraction
• main.py — Apify actor entry point, lifecycle
• schema.py — Pydantic input/output models

That's it. No database. No auth. No unnecessary abstraction.

Example input

{
  "search_terms": ["AI engineer", "ML engineer", "LLM engineer"],
  "locations": ["Remote", "San Francisco", "New York"],
  "boards": ["linkedin", "indeed", "glassdoor"],
  "hours_old": 24,
  "results_wanted": 20
}

One run. Three roles. Three locations. All boards. Deduplicated.

Example output with AI scoring

{
  "title": "Senior AI Engineer",
  "company": "Example Labs",
  "location": "Remote",
  "source": "indeed",
  "ai_score": 86,
  "ai_verdict": "apply_now",
  "ai_missing_skills": ["Kubernetes"],
  "keywords": ["Python", "LLMs", "RAG", "evaluation"]
}

Why Apify?

Built and deployed as an Apify Actor because:

• Zero infra to manage
• Built-in proxy rotation
• Scheduling, webhooks, dataset exports included
• Users get API access out of the box
• Existing developer audience already on the platform

Try it free

https://apify.com/eternallabs/jobhunt-ai

First 100 results free. No credit card needed. AI scoring
requires your own Anthropic API key (~$0.10 per 50 jobs).

Built by EternalLabs.

Feedback welcome — especially on which boards are working well
and what features would make this more useful.