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LinkedIn's terms say no. US courts say it's not a crime. The CNIL says GDPR still applies. Every LinkedIn scraping lawsuit, ruling and fine, in one place.
I ran the same 50 LinkedIn profiles through every no-code scraper I found. Only 2 survived. lobstr.io wins on data, cost and support. HarvestAPI is 2x faster.
Leboncoin's official API values cars by licence plate and never returns a listing. I tested the 2 APIs that actually give you listing data at scale.
lobstr.io is the best Instagram profile scraper in 2026, cheapest at scale at $0.50 per 1,000 profiles. Bright Data is the runner-up.
lobstr.io is the best realtor.com scraper in 2026: richest data at 219 fields, biggest scale ceiling, and $0.50/1k at scale. Apify is the runner-up.