특화 강점다단계 자율 웹 브라우저 작업을 실행하여, Gumloop의 구조화된 노드 파이프라인보다 더 강력한 범용 에이전트 실행력을 제공합니다.
Gumloop는 월간 방문 379,557, 전월 대비 성장률 -21.1%, 무료+유료, 유료, 가격 문의 가격 모델을 기록합니다. Kadabra는 월간 방문 1,112, 성장률 +353.9%, 무료+유료 가격 모델을 기록합니다.

인간 팀이 뒷받침하는 AI GTM 엔진
| 항목 / 지표 | ![]() | |
|---|---|---|
| 공식 도메인 | gumloop.com | getkadabra.com |
| 가격 모델 | 무료+유료, 유료, 가격 문의 | 무료+유료 |
| 월간 방문 수 | 37.96만 (379,557) | 1.11천 (1,112) |
| 전월 대비 트래픽 변화량 | -10.14만 (-21.1%) | +867 (+353.9%) |
| 주요 시장 및 점유율 | 🇺🇸 미국 (36.1%) | 🇮🇱 이스라엘 (100%) |
| 월 직접 방문 수 | 12.56만 | 471 |
| 사용자 평점 | 4.4 | 3.9 |
| 지원 플랫폼 | 웹사이트 | 웹사이트 |
Gumloop is a no-code AI agent and automation platform where teams build agents that connect to their tools, browse the web, and complete real business tasks.
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.

인간 팀이 뒷받침하는 AI GTM 엔진
원하는 비즈니스 성과를 설명하면 Kadabra가 이를 달성하기 위한 실험과 캠페인 로직을 구성합니다.
자동화 에이전트가 반복적인 성장·접촉 단계를 처리해 수작업을 줄입니다.
내장된 운영 팀이 전략과 감독, 품질 검토를 제공해 무인 운영의 위험을 낮춥니다.
데이터 소스와 후속 조치를 연결해 캠페인이 스스로 갱신되고 대응하도록 합니다.
특화 강점다단계 자율 웹 브라우저 작업을 실행하여, Gumloop의 구조화된 노드 파이프라인보다 더 강력한 범용 에이전트 실행력을 제공합니다.

Zapier is a no-code automation and AI orchestration platform that connects thousands of apps so you can build automated workflows, AI agents and chatbots without writing code, and govern them with enterprise-grade controls.
Zapier is a no-code automation and AI orchestration platform that connects thousands of apps so you can build automated workflows, AI agents and chatbots without writing code, and govern them with enterprise-grade controls.
무료 / 오픈소스강력한 오픈소스 노드 기반 워크플로 자동화를 제공하여, Gumloop보다 더 나은 셀프 호스팅 제어력과 유연성을 선사합니다.
Provides a visual builder for custom AI agents and workflows, similar to Gumloop's automation capabilities.
Provides a visual builder for custom AI agents and workflows, similar to Gumloop's automation capabilities.

Runable is a general-purpose AI agent for building, running and growing a business. Describe what you need and it produces websites, slide decks, reports, documents, images and videos, then connects to the tools you already use so the work keeps moving.
Runable is a general-purpose AI agent for building, running and growing a business. Describe what you need and it produces websites, slide decks, reports, documents, images and videos, then connects to the tools you already use so the work keeps moving.

Builds recurring automated business workflows connected to enterprise applications, mirroring Gumloop's integration focus.
Taskade is an AI workspace that turns a single prompt into working business apps, complete with AI agents, automations, databases, tasks and docs — no code required.
영업과 마케팅 워크플로를 위한 AI 네이티브 GTM 플랫폼

Sintra AI is a platform of role-based AI employees that handle everyday business work such as social media, SEO, copywriting, sales outreach, customer support, email marketing, and e-commerce tasks. Business owners add context once and delegate, with a shared Brain memory across the team and 100+ language support.
Sintra AI is a platform of role-based AI employees that handle everyday business work such as social media, SEO, copywriting, sales outreach, customer support, email marketing, and e-commerce tasks. Business owners add context once and delegate, with a shared Brain memory across the team and 100+ language support.

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

특화 강점Delivers enterprise-grade security and governance for automated workflows, but requires more deliberate setup than Gumloop.
특화 강점Delivers enterprise-grade security and governance for automated workflows, but requires more deliberate setup than Gumloop.