How do their growth rates compare?

Gumloop has a month-over-month growth rate of -21.1%; Knowlee has -10.1%.

How does pricing compare?

Gumloop: Freemium, Paid, Contact for Pricing. 14-day free trial; Pro starts at $37/month including 20,000 credits with unlimited agents and seats plus an orchestration fee on usage; Enterprise is custom-priced with contact sales. Knowlee: Freemium, Paid, Contact for Pricing. Knowlee is described as freemium with paid tiers and an enterprise path. Public pricing is not listed on the homepage, and deployments move through a mapping phase into a connected setup, so costs are scoped per company. Contact Knowlee for a quote on a specific process.

What are alternatives to Gumloop and Knowlee?

Other tools in related categories include Notion, Manus, Zapier, n8n, Glean.

Gumloop vs Knowlee — Traffic (379.56K vs 8.62K), Pricing & Verdict

Open AI Tools

Gumloop vs Knowlee — Traffic (379.56K vs 8.62K), Pricing & Verdict | Open AI Tools

Side-by-Side Traffic & Specification Matrix

Dimension / Metric	Gumloop	Knowlee
Official Domain	gumloop.com	knowlee.ai
Pricing Model	Freemium, Paid, Contact for Pricing	Freemium, Paid, Contact for Pricing
Monthly Visits	379.56K (379,557)	8.62K (8,622)
MoM Traffic Delta	-101.37K (-21.1%)	-968 (-10.1%)
Primary Market & Share	🇺🇸 United States (36.1%)	🇬🇧 United Kingdom (25.3%)
Direct Visits / mo	125.58K	3.41K
User Rating	4.4	4.2
Supported Platforms	Website	Website

Gumloop

Build, share, and control AI agents that actually do the work

No-code agent builder

Describe the outcome you want and let teammates who understand the problem assemble the agent — no scripting or learning curve required.

400+ connectors and app triggers

Wire agents into Slack, HubSpot, Salesforce, Gmail, Gong, NetSuite, Shopify and hundreds more tools, then fire them on schedules, webhooks or events.

Real browser with a credential vault

Agents sign in with saved logins or 1Password, browse from trusted connections, clear CAPTCHAs, and hand the live session to a human when needed.

Any model, side by side

Run 35+ models from Anthropic, OpenAI, Google, xAI and open-source providers, or bring your own API keys, with per-agent access control.

Strengths & Pros

+Genuinely no-code: non-engineers can ship working agents without touching Python or JSON
+Very broad connector library plus a real browser, so agents can reach tools that have no API
+Strong enterprise controls — credential vault, masked session recordings, audit logs, RBAC, SSO
+Model-agnostic with BYO API keys, which helps control cost and avoid lock-in