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Gumloop vs Cognumi

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 Cognumi
DetailGumloop logo GumloopCognumi logo Cognumi
What it doesThe multiplayer AI agent builder AI-native managed operations for service businesses
StageNot given Not given
FoundedNot given Not given
Based inUS GB
Pricing modelFreemium Paid
PricingFree 14-day trial. Pro plan starts at $37/month with 20,000 monthly credits. Enterprise plan available with custom pricing. Setup fee: £350–£500 (one-time). Monthly retainer from £750/month: Essentials plan £750/month for one managed workflow; Growth plan £1,200/month for multiple workflows; Advanced plan £2,000+/month for full operations coverage.
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
  • Capture enquiries from website, email, chat, or WhatsApp 24/7
  • Respond to common questions using approved business information
  • Qualify leads by collecting customer details and identifying intent, urgency, and service fit
  • Apply human oversight to uncertain, sensitive, or high-value cases
  • Execute actions including booking, routing, follow-ups, and document collection
  • Deliver ready-to-act lead summaries with all details structured for immediate handover
  • Automated appointment booking and callback routing
  • Review management and automated review request campaigns
  • Client intake and automated document collection
  • Weekly workflow performance review and continuous improvement
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
  • Managed service, not software — we run the workflow and bear operational responsibility, not you
  • Human-in-the-loop by design with automatic escalation of sensitive and regulated enquiries
  • Outcome-based pricing reflects value delivered, not features or hours
  • Start with a focused pilot — prove value with one workflow before expanding
  • Approved knowledge base ensures AI responds only from verified business information, no AI guessing
Community votes00
DR (Domain Rating by Ahrefs)75 no change since last checkNot checked yet −1 (down) since last check
Trust Flow (Majestic)195
Citation Flow (Majestic)4919
Referring domains (Majestic)42738

6 details filled in for both companies.

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