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Outcrawl vs LaCrew

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

Outcrawl compared with LaCrew
DetailOutcrawl logo OutcrawlLaCrew logo LaCrew
What it doesWeb infrastructure for AI agents Spend controls, budgets and approvals for AI agents
StageNot given MVP
FoundedNot given Not given
Based inUS Not given
Pricing modelNot given Freemium
PricingFree: 1,000 credits/month, no card; Builder: $49/month for 10,000 credits; Pro: $199/month for 50,000 credits; Scale: $799/month for 250,000 credits. Enterprise with custom terms available. Credits cost approximately $0.0032-$0.0049 per page, $3.20-$4.90 per 1,000 pages, or about $0.19-$0.29/hour of 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
  • Scrape: Convert any web page into clean markdown or structured JSON
  • Crawl: Fetch every page on a site from a single link and receive results as they are ready
  • Search: Query the web with top results already read and parsed
  • Browsers: Real browser instances in the cloud controlled via Playwright, Puppeteer or SDK
  • Agents: Autonomous task execution in a real browser with plain English descriptions
  • Session recordings: Every browser session is recorded for debugging and verification
  • Monitor: Watch pages on a schedule and receive notifications when content changes
  • Saved logins: Store credentials securely for agent runs requiring authentication
  • MCP integration: Connect to Claude Code, Codex or Cursor with one command
  • Real browser handling: Sites treat agents as humans so pages load and sessions persist
  • 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 differentNot given
  • 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 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)24 +9 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)90
Citation Flow (Majestic)310
Referring domains (Majestic)600

3 details filled in for both companies.

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