Looking for a Reliable Free LinkedIn Data Scraper – Any Recommendations?

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Hey everyone!

So, I’ve been on the hunt for a *free linkedin data scraper* (yeah, I know, it’s a bit of a long shot lol). I’ve tried a couple of tools, but most of them either stop working after a while or just don’t give me the data I need.

Anyone got any solid recommendations? I’m not looking for anything super fancy, just something reliable that won’t break the bank (or, y’know, my patience).

Also, if it’s a *free linkedin data scraper* that doesn’t require a ton of setup, that’d be a huge plus. I’m not exactly a tech wizard, so the simpler, the better.

Thanks in advance, y’all! Appreciate any help Smile

P.S. If it’s not free but super affordable, I’m open to hearing about those too!
Hey! I feel your pain—finding a reliable free linkedin data scraper is like searching for a needle in a haystack lol. I’ve used Octoparse before, and while it’s not *exactly* free, they have a free tier that might work for basic scraping needs. It’s pretty user-friendly too, so you don’t need to be a tech wizard to set it up. Worth checking out!
Yo, I’ve been down this rabbit hole too. Honestly, most free linkedin data scrapers either suck or get blocked super fast. But I stumbled on this tool called PhantomBuster—it’s not 100% free, but they have a free trial that lets you scrape a decent amount of data. Might be worth a shot if you’re okay with a trial period.
Hey there! If you’re looking for a free linkedin data scraper, you might wanna try Scrapy. It’s open-source and free, but fair warning: it’s a bit technical to set up. If you’re not into coding, it might not be the best fit. But if you’re willing to learn, it’s super powerful and customizable.
Honestly, I’ve given up on free linkedin data scrapers lol. They either stop working or get you blocked. I ended up using a paid tool called LinkedHelper—it’s not free, but it’s super affordable and works like a charm. If you’re open to spending a little, it’s worth the investment.
Hey! I’ve tried a few free linkedin data scrapers, and tbh, they’re hit or miss. One that worked okay for me was Apify. They have a free tier, and it’s pretty straightforward to use. Just keep in mind that LinkedIn’s anti-scraping measures are pretty strict, so even the best tools might need some tweaking.
I feel you on this! Free linkedin data scrapers are hard to come by, but I’ve had some luck with WebHarvy. It’s not free, but they have a free trial, and it’s super easy to use. If you’re okay with a trial, it’s a solid option. Plus, it doesn’t require much setup, which is a huge plus.
Wow, thanks so much for all the suggestions, everyone! I’m definitely gonna check out Octoparse and Apify first since they seem the most beginner-friendly. I tried Data Miner earlier, but it didn’t pull all the data I needed, so I’ll give these other tools a shot.

Also, quick question for those who’ve used PhantomBuster—how long does the free trial last, and does it let you scrape a decent amount of data? I’m kinda on a tight budget, so I wanna make sure it’s worth the time.

Thanks again, y’all! You’ve been super helpful Smile
Hey! Just wanted to chime in—I’ve been using a Chrome extension called Data Miner for scraping LinkedIn data. It’s not perfect, but it’s free and doesn’t require any crazy setup. It’s great for small-scale scraping, so if that’s what you’re after, it might work for you.



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