SpecialistExecutes autonomous multi-step web browser tasks, offering stronger general agentic execution than Gumloop's structured node pipelines.

Gumloop records 379,557 monthly visits with -21.1% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. Kadabra records 1,112 monthly visits with +353.9% growth and Freemium pricing.

An AI GTM engine backed by a human team
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | gumloop.com | getkadabra.com |
| Pricing Model | Freemium, Paid, Contact for Pricing | Freemium |
| Monthly Visits | 379.56K (379,557) | 1.11K (1,112) |
| MoM Traffic Delta |
| -101.37K (-21.1%) |
| +867 (+353.9%) |
| Primary Market & Share | 🇺🇸 United States (36.1%) | 🇮🇱 Israel (100%) |
|---|
| Direct Visits / mo | 125.58K | 471 |
|---|
| User Rating | 4.4 | 3.9 |
|---|
| Supported Platforms | Website | Website |
|---|
Build, share, and control AI agents that actually do the work
Describe the outcome you want and let teammates who understand the problem assemble the agent — no scripting or learning curve required.
Wire agents into Slack, HubSpot, Salesforce, Gmail, Gong, NetSuite, Shopify and hundreds more tools, then fire them on schedules, webhooks or events.
Agents sign in with saved logins or 1Password, browse from trusted connections, clear CAPTCHAs, and hand the live session to a human when needed.
Run 35+ models from Anthropic, OpenAI, Google, xAI and open-source providers, or bring your own API keys, with per-agent access control.

An AI GTM engine backed by a human team
Describe the business result you want and Kadabra assembles the experiments and campaign logic needed to pursue it.
SpecialistExecutes autonomous multi-step web browser tasks, offering stronger general agentic execution than Gumloop's structured node pipelines.


Automate work across thousands of apps — no code required
Free / Open-sourceProvides powerful open-source node-based workflow automation, giving you more self-hosting control and flexibility than Gumloop.
#3Provides a visual builder for custom AI agents and workflows, similar to Gumloop's automation capabilities.
Build GTM systems that turn data into revenue

One AI agent to build, run and grow the work

Builds recurring automated business workflows connected to enterprise applications, mirroring Gumloop's integration focus.
Turn one prompt into live business apps, AI agents and automated workflows

AI-native GTM platform for sales and marketing workflows

Hire AI employees that handle your day-to-day business work

SpecialistFocuses specifically on cloud web scraping and lead generation automation rather than general AI agent workflows.

SpecialistDelivers enterprise-grade security and governance for automated workflows, but requires more deliberate setup than Gumloop.
SpecialistExecutes autonomous multi-step web browser tasks, offering stronger general agentic execution than Gumloop's structured node pipelines.
Free / Open-sourceProvides powerful open-source node-based workflow automation, giving you more self-hosting control and flexibility than Gumloop.
Provides a visual builder for custom AI agents and workflows, similar to Gumloop's automation capabilities.
Builds recurring automated business workflows connected to enterprise applications, mirroring Gumloop's integration focus.
AI-native GTM platform for sales and marketing workflows
SpecialistFocuses specifically on cloud web scraping and lead generation automation rather than general AI agent workflows.
SpecialistDelivers enterprise-grade security and governance for automated workflows, but requires more deliberate setup than Gumloop.