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Viewlify vs WBX Sandbox

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Viewlify compared with WBX Sandbox
DetailViewlify logo Viewlify WBX Sandbox
What it doesTikTok videos that outperform, for your agent or your app Secure execution for AI agents in isolated Firecracker microVMs or WebAssembly
StageNot given Not given
FoundedNot given Not given
Based inNot given CZ
Pricing modelNot given Not given
PricingPay as you go: $0.005 per call ($5 for 1,000 calls), $1.00 free credit when you sign up. Top up with $5, $10, $25, $50 (+10% credit) or $100 (+10% credit). Pro plan: $69/month with 1,000 searches per day included. Agency plan: $299/month with 5,000 searches per day included. All paid plans include a Free plan: no card required, 5 concurrent sandboxes, up to 1 hour per sandbox, one-time welcome credit. Pro: $49.00/month (excl. VAT) with $25.00 usage credit, 25 concurrent sandboxes, up to 24 hours per sandbox, 100 vCPU/100 GB RAM total. Team: $119.00/month (excl. VAT) with $50.00 usage credit, 10
Key features
  • Search TikTok videos by keyword, creator, or hashtag
  • Measure videos against creator's usual performance (vsUsual metric)
  • View history showing performance over time
  • Shares per 1,000 views metric
  • Sort by trending, outlier, views, recent, engagement or shares
  • Track your own accounts with followers and video analytics
  • Daily video ideas and AI video checks
  • MCP integration with Claude and Cursor
  • REST API and command-line interface
  • Rate limit of 60 calls per minute, up to 50 videos per call
  • Isolated Firecracker microVMs with own kernel and filesystem
  • Background jobs that survive disconnects
  • Batch execution with up to 1,000 jobs and dependency passing
  • WebAssembly jobs starting in milliseconds without VM boot
  • Budget Guard with cost reserves and limits
  • Execution receipts with runtime, isolation, resources and file hashes
  • Native MCP server integration for ChatGPT and Claude
  • Compact log digests instead of full 5,000-line logs
  • Server-side job waiting with signed webhooks
  • Verified package cache for PyPI, npm, Go and Rust
What makes it different
  • Data refreshed daily with view history tracking, not a live scraper
  • Measures performance relative to creator's baseline, not absolute views
  • Three public MCP tools work without an API key as preview
  • Includes trending hashtags and sounds in search results
  • Two runtimes with honest isolation labeling
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)2 no change since last check2 no change since last check
Trust Flow (Majestic)50
Citation Flow (Majestic)130
Referring domains (Majestic)50

4 details filled in for both companies.

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