worldunboxer🔥 $0.45/1K Jobs. Scrape LinkedIn Jobs without cookies 🍪. Extract job listings by keyword, company, city, or country. Get complete structured data including titles, descriptions, locations, salaries, experience, skills, company details, apply links, contact emails, and more.
Publisher description, verbatimon LinkedIn, by users in the last 30 days among actors classified to this platform.
best #2 for “rapid linkedin”
Fast, reliable, and outputs clean structured data, but lacks job-type and filtering fields, shows some incorrect dates and a broken easy-apply field, and has seen a recent price increase.
| Theme | Sentiment | Said | What they mean |
|---|---|---|---|
| Does it return everything | 0 praised · 4 complained | 4 | no job-function or experience filtersjob type missing from output“Your job tool is great. Can you please add the flexibility of choosing the experience level. Like if I just want to choose entry level and mid senior or just director and mid senior etc” — 5/5 |
| Is the data right | 1 praised · 2 complained | 3 | clean, structured data outputreturns a broad mix of job types“The worldunboxer/rapid-linkedin-scraper has a fundamental problem — it doesn't filter by job function/category. Even with "Java Spring Boot Backend Engineer" as the query, LinkedIn's public search returns a broad mix of all job types. This actor scrapes whatever LinkedIn returns without role-type filtering.” — 1/5 |
| Does it run | 3 praised · 1 complained | 4 | handles large scrapes reliablyeasy apply field is broken“Really great scaping tool 🔥. Better than other scrapers on apify. I tried scraping 5000 jobs and it did smoothly. Also it was faster than expected.” — 5/5 |
| What it costs | 2 praised · 1 complained | 3 | initially free and cost-effectiverecent price increase reported“This actor is very efficient and cost effective.” — 5/5 |
| How fast | 5 praised · 0 complained | 5 | very fast scraping performancefast searches and responses“Tried a few LinkedIn scrapers, and this one just works. Fast, reliable, and works great 👍 with MCP tools.” — 5/5 |
| Setup and docs | 1 praised · 0 complained | 1 | works without login or cookies“I tried the Rapid LinkedIn Jobs Scraper while working on a small job-market research project, and it turned out to be genuinely useful. What I liked most is that it works without login or cookies — I didn’t have to deal with LinkedIn restrictions or account issues. The scraping speed is fast, and it pulled the main details I needed, like job title, company name, location, and salary (when available). The data comes out clean and structured, which saved me a lot of time compared to manual scraping. It’s not perfect — some listings don’t include salary info, (maybe LinkedIn didn't provided in the description) and filtering options could be better — but for a free-to-try tool, it does the job surprisingly well. Overall, it’s a solid option if you need LinkedIn job data quickly without complicated setup.” — 5/5 |
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⚡️Rapid Linkedin Jobs Scraper
LinkedIn