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Gumloop vs PageLines

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

Gumloop compared with PageLines
DetailGumloop logo GumloopPageLines logo PageLines
What it doesThe multiplayer AI agent builder Personal AI agents that run on their own computers, watch your pipeline, inbox and calendar, report problems early, and do the work you delegate
StageNot given Startup
FoundedNot given 2024
Based inUS US
Pricing modelFreemium Freemium
PricingFree 14-day trial. Pro plan starts at $37/month with 20,000 monthly credits. Enterprise plan available with custom pricing. Free: one bot with 5,000 credits and standard models (no browser, pauses when idle). Essential: $49/month per computer. Professional: $99/month per computer. Business: $199/month per computer. Any paid tier includes a 10-day free trial.
Key features
  • Browser automation with real browser execution
  • Over 300 native integrations
  • Support for any AI model including frontier and open-source
  • Session recordings with audit logs
  • Human-in-the-loop with secure handoffs
  • Password vault for credential management
  • CAPTCHA handling
  • Agent self-improvement through reflection
  • Detailed spend analytics per model and agent
  • Role-based access control and governance
  • Personal AI agents with their own cloud computer and browser
  • Multi-channel deployment on Slack, Telegram, iPhone, and voice
  • Approval workflow for all agent actions
What makes it different
  • Anyone can build agents without coding, not just technical teams
  • Full observability and control over AI spend with credit-based billing
  • Agents run in real browser with full web access and integration capabilities
  • Enterprise-grade security with VPC deployment and data ownership
  • Agents run on their own dedicated cloud computer, not shared infrastructure
  • Built on open-source agent (Hermes) and open-weight models, not proprietary AI
  • Employee-owned with no outside investors, focused on augmentation not replacement
  • Every action requires user approval before execution
  • All work handled by the agent is human-designed and user-coached
Community votes00
DR (Domain Rating by Ahrefs)75 no change since last check77 no change since last check
Trust Flow (Majestic)1967
Citation Flow (Majestic)4944
Referring domains (Majestic)42731688

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