TikTok scraping on Apify has crossed 71 million runs. The most-used actor alone has over 4 million. But here's the thing — that actor has a 2.0-star rating.
Something is broken in TikTok scraping. Let's look at the data.
Why Scrape TikTok?
TikTok is the fastest-growing content platform. Businesses scrape it for:
- Influencer research — find creators by niche, engagement rate, follower count
- Trend analysis — track hashtags, sounds, and content formats before they peak
- Brand monitoring — see what people say about your brand in videos and comments
- Competitive intelligence — analyze competitor content strategies and engagement
- Lead generation — extract creator contact info for outreach campaigns
The demand is massive. Over 142,000 users have tried TikTok scrapers on the Apify Store alone.
The Market Gap: Millions of Runs, Low Satisfaction
Here's what the Apify Store data actually shows (March 2026):
| Actor | Users | Total Runs | Rating | Pricing |
|---|---|---|---|---|
| clockworks/tiktok-scraper | 142,750 | 71.5M | 4.69/5 (227 reviews) | Pay per result |
| clockworks/free-tiktok-scraper | 40,001 | 20M | 4.70/5 (57 reviews) | Pay per result |
| clockworks/tiktok-comments-scraper | 23,887 | 5M | 4.56/5 (57 reviews) | Pay per result |
| clockworks/tiktok-profile-scraper | 18,782 | 4.9M | 4.92/5 (33 reviews) | Pay per result |
| apidojo/tiktok-scraper | 5,151 | 6.2M | 4.96/5 (19 reviews) | Pay per result |
| scraptik/tiktok-api | 2,539 | 4M | 4.46/5 (10 reviews) | Pay per result |
| novi/advanced-search-tiktok-api | 495 | 4.1M | 2.00/5 | Pay per result |
| novi/fast-tiktok-api | 1,972 | 17.3M | 3.45/5 | $38/mo |
| thenetaji/tiktok-post-scraper | 160 | 172K | 5.00/5 | Pay per result |
| easyapi/tiktok-profile-posts-scraper | 180 | 64K | 1.00/5 | $19.99/mo |
The pattern is clear:
Clockworks dominates the market with the most users and solid ratings — but they split functionality across 6+ separate actors (one for profiles, one for hashtags, one for comments, one for videos...). Want everything? You're juggling half a dozen tools.
novi/advanced-search-tiktok-api has 4 million runs but a 2-star rating. That's a signal. Users need search functionality, but the execution isn't meeting expectations. It also changed pricing models three times (pay-per-result → $35/month → back to pay-per-result).
Low-rated actors still get heavy usage because TikTok scraping demand is so high that people use whatever is available, even if it's unreliable.
Small actors with 5-star ratings exist (thenetaji, epctex, apidojo) but they tend to be narrowly focused — one mode only, or limited throughput.
What Users Actually Complain About
Based on ratings, review patterns, and community feedback across TikTok scraping tools:
- Unreliable results — actors that worked last month break this month. TikTok changes its API frequently.
- Missing data fields — some actors return video URLs but no engagement metrics, or profiles but no recent posts.
- Watermarked videos — many scrapers can't provide clean download links.
- Pricing confusion — actors that switch between flat monthly and pay-per-result pricing frustrate users who built workflows around one model.
- Single-mode limitation — need profiles AND hashtag search AND video data? Good luck finding one tool that does all three well.
- High failure rates — the 2-star actor has a ~6.5% failure rate in the last 30 days (26,000+ failed runs).
What a Good TikTok Scraper Should Do
After analyzing 50 TikTok actors on the Apify Store, here's the baseline:
Must-have modes
- Profile scraping — bio, stats, recent videos, contact info
- Hashtag/search scraping — find content by keyword, hashtag, or sound
- Video detail scraping — full metadata, engagement metrics, download links
Must-have qualities
- Reliability — under 1% failure rate, not 6.5%
- Speed — results in seconds, not minutes
- Clean pricing — one model, predictable costs
- Watermark-free downloads — if you offer video URLs, make them usable
- Fresh maintenance — TikTok changes fast. The actor needs weekly updates.
Nice to have
- Comment extraction
- Follower/following lists
- Trending content feeds
- Sound/music search
Our Take: TikTok Scraper by CryptoSignals
We're launching a TikTok scraper this week that addresses the gaps above:
Three modes in one actor:
- Profile mode — scrape any TikTok profile with full stats, bio, and recent videos
- Search mode — find videos by keyword, hashtag, or topic
- Video mode — get full metadata and engagement data for specific videos
What we're focused on:
- Reliable extraction with proper error handling
- Clean, structured output (JSON)
- Pay-per-result pricing — you pay for what you get
- Active maintenance as TikTok's platform evolves
Pricing: Free during launch, then $4.99/month starting April 3, 2026.
That's 7-8x cheaper than most flat-rate TikTok actors on the Store ($30-40/month).
Try It
The actor is live on the Apify Store:
If you're tired of juggling multiple actors, dealing with 2-star reliability, or paying $35+/month for a single scraping mode — give it a try during the free launch period.
Built by the team behind CryptoSignals. We scrape data for a living — TikTok is just the latest addition to our toolkit.
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