Viewlify vs LaCrew

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 LaCrew
Detail	Viewlify	LaCrew
What it does	TikTok videos that outperform, for your agent or your app	Spend controls, budgets and approvals for AI agents
Stage	Not given	MVP
Founded	Not given	Not given
Based in	Not given	Not given
Pricing model	Not given	Freemium
Pricing	Pay 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: $0 during early access with 2 seats and 3 agents. Planned paid plans: Builder at $49/month with 5 seats and 25 agents; Scale at $199/month with 25 seats and 250 agents. Self-hosting is free.
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	Onchain allowances and epoch budgets Escalation through reporting tree Session keys with automatic expiration Constitutional governance with veto windows Declared flows and human gates Slack and Telegram supervision Visual org builder and workspace Apache-2.0 open source contracts and SDK Inference budgets for model and API calls Integration with Coinbase AgentKit and Safe
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	Bounded blast radius: compromised agents can only spend remaining epoch allowance on whitelisted targets Passkey root stays on user's device; cloud holds only scoped, expiring session keys Fully self-hostable open protocol with Apache-2.0 licensing Approval workflows follow real organizational structure, not smart contract code No token or cryptocurrency knowledge required to use the cloud platform
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	2 no change since last check	Not checked yet no change since last check
Trust Flow (Majestic)	5	0
Citation Flow (Majestic)	13	0
Referring domains (Majestic)	5	0

4 details filled in for both companies.

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