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Gumloop vs Ask The W

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 Ask The W
DetailGumloop logo GumloopAsk The W logo Ask The W
What it doesThe multiplayer AI agent builder AI-native productivity suite for turning ideas into projects with working prototypes
StageNot given Not given
FoundedNot given Not given
Based inUS US
Pricing modelFreemium Paid
PricingFree 14-day trial. Pro plan starts at $37/month with 20,000 monthly credits. Enterprise plan available with custom pricing. $20 USD per person per month, plus per-job charges: Chat included; Handoff note $0.25; Workspace upload and storage $0.25; Decision plan $0.75; Single document $0.75; Competitive analysis $1.00; Cluster map $1.00; Idea batch (10 ideas) $1.50; Working preview build $1.50; Strategy analysis $3.00; Doc
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
  • Wizard: shapes ideas, suggests startup directions, learns user taste
  • Way: tracks decisions, analyzes outcomes, measures work against North Star
  • Workspace: organizes files, writes documents from context, builds working preview
  • Wire: routes team chat, direct messages, and agent notifications in one stream
  • Whiteboard: shared visual canvas for mapping ideas and shaping plans
  • World: tracks markets, competitors, and outside changes for informed decisions
  • Integrates with Grok Bot, Muse, Claude, Codex, and Cursor agents
  • Connected agents get scoped live stream of project signals and changes
  • Weekly review emails summarize changes and work needing attention
  • Project assistant answers questions about open projects
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
  • Turn ideas into working prototypes in under five minutes with AI agents
  • Every decision recorded with its reasoning and context for full traceability
  • Visual layers for agents similar to design and project management tools
  • Coordinates work across people, agents, workflows, and automations in one place
  • Builds live web versions of projects shareable and testable on any device
Community votes00
DR (Domain Rating by Ahrefs)75 no change since last check32 −1 (down) since last check
Trust Flow (Majestic)192
Citation Flow (Majestic)4923
Referring domains (Majestic)427314

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