Best TikTok Scrapers in 2026: Which Apify Actor Actually Works?

TikTok is the most valuable social data source in 2026 — but scraping it is a nightmare. Rate limits, fingerprinting, and constant layout changes break most tools within weeks. I tested every major TikTok scraper on Apify to find which ones actually work right now. Here's what I found. The Problem With Most TikTok Scrapers The top TikTok scraper on Apify has 4 million+ runs — impressive, right? Until you check the reviews: 2.0 stars . Users report broken results, missing fields, and timeout errors. That's the dirty secret of TikTok scraping: most tools worked great in 2024, then TikTok changed their anti-bot system and everything broke. The actors that adapted survived. The rest are zombies — still listed, still getting runs, still failing. What I Tested I ran each scraper against the same 3 tasks: Profile scrape — get follower count, bio, and recent videos for @charlidamelio Hashtag scrape — pull top 50 videos for #techreview Video metadata — extract stats from 10 specific video URLs