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Gumloop vs DocuMemory

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 DocuMemory
DetailGumloop logo GumloopDocuMemory logo DocuMemory
What it doesThe multiplayer AI agent builder Turn AI conversations into searchable documentation that every AI tool can access and remember
StageNot given Not given
FoundedNot given Not given
Based inUS Not given
Pricing modelFreemium Free trial
PricingFree 14-day trial. Pro plan starts at $37/month with 20,000 monthly credits. Enterprise plan available with custom pricing. Free trial: 15 uses, no credit card required. Monthly: US $12/month. Annual: US $120/year (US $10/month billed annually, saves US $24/year). Team: US $15/seat per month or US $150 per seat billed annually, 2-seat minimum.
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
  • Distill conversations into structured documents with decisions, reasoning, and working results
  • Share projects with team members with per-project access controls
  • Write and edit documents in dashboard with Markdown support
  • Enhance with AI to tidy rough drafts into clean formatted documents
  • Export documents as Markdown via REST API or download anytime
  • AI automatically saves conversations when reaching clear conclusions
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
  • Every AI tool accesses the same memory—Claude, ChatGPT, Cursor all read and write from one vendor-neutral space
  • AI writes the documentation automatically, not manual note-taking
  • No commands to learn—works naturally with plain language requests to your AI
  • Keeps reasoning and decisions, removes noise and false starts
Community votes00
DR (Domain Rating by Ahrefs)75 no change since last check3 +1 (up) since last check
Trust Flow (Majestic)198
Citation Flow (Majestic)4926
Referring domains (Majestic)427323

5 details filled in for both companies.

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