# Roborabbit (formerly BrowserBear) vs Gumloop

Roborabbit (formerly BrowserBear) records 0 monthly visits with 0% month-over-month growth and Free Trial, Paid pricing. Gumloop records 379,557 monthly visits with -21.1% growth and Freemium, Paid, Contact for Pricing pricing.

| Metric | [Roborabbit (formerly BrowserBear)](https://openaitools.app/tool/browserbear-com) | [Gumloop](https://openaitools.app/tool/gumloop) |
| :--- | :--- | :--- |
| Website URL | https://browserbear.com | https://www.gumloop.com |
| Categories | No-Code&Low-Code, AI Web Scraping, AI API, AI Data Mining | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping |
| Pricing Model | Free Trial, Paid | Freemium, Paid, Contact for Pricing |
| Monthly Visits | 0 | 379,557 |
| MoM Growth Rate | 0% | -21.1% |
| Primary Market | Global | United States |
| Direct Visits | 0 | 125,579 |
| Review Score | 4.1 | 4.4 |
| Saved Count | 1 | 0 |
| Supported Platforms | Website | Website |

## Roborabbit (formerly BrowserBear)

Roborabbit, which many users still know by its original name BrowserBear, is a cloud-hosted browser automation platform built around a visual task builder. You assemble automations by dragging and dropping more than 30 browser actions — navigating, searching, capturing data, clicking pagination, taking screenshots and saving results — without writing any code. An AI Quick Start feature analyses a target page and proposes the fields and steps needed, so even complex scraping jobs can be set up in minutes.

Extracted data can be pushed into Google Sheets, Airtable or any downstream system through REST API, custom JSON feeds, Zapier and Make.com integrations. Because everything executes on AWS serverless infrastructure, tasks can be scheduled, triggered by events, or launched programmatically from your own application, and you can run as many concurrent tasks as you need.

Roborabbit is aimed at developers, operations teams and analysts who need reliable data extraction at scale. The platform follows a credit model: loading a page or clicking a link costs one credit, and capturing all data from a page costs another. A free trial with 100 credits and no credit card is available, alongside paid tiers for higher volume.

**Pricing & Plans:** Free trial with 100 credits and no credit card required. Paid plans start at $49/month (Automate, 10,000 credits), $99/month (Scale, 100,000 credits) and $249/month (Enterprise, 250,000+ credits). Upgrade, downgrade or cancel at any time.

- **No-code task builder:** Drag and drop 30+ browser actions such as navigation, search, clicking, pagination and data capture to build automations without coding.
- **AI Quick Start:** Describe what you need and the AI proposes the steps and data fields, cutting setup time for new scraping tasks.
- **Cloud automation and scheduling:** Tasks run on AWS serverless infrastructure and can be scheduled, event-triggered or fired from your own app.
- **REST API and integrations:** Connect workflows to Google Sheets, Airtable, Zapier, Make.com and custom tools via the REST API and JSON feeds.
- **Unlimited tasks and concurrency:** Create as many tasks as you like and run them simultaneously — no per-task or concurrency caps on any plan.

**Strengths:** Genuinely no-code — the visual builder makes browser automation accessible to non-developers; Cloud execution with no limits on simultaneous tasks or data extraction volume; Broad integration options including REST API, Zapier, Make.com and custom JSON feeds; Generous free trial with 100 credits and no credit card required

**Limitations:** Credit-based pricing can be hard to estimate for large or unpredictable crawling jobs; Some sites with aggressive bot protection may still block automated browsers

[Profile (Markdown)](https://openaitools.app/tool/browserbear-com.md)

## Gumloop

Gumloop positions itself as "agent infrastructure" for teams that want AI to execute work rather than just answer questions. You describe a task in plain language, pick a model, attach the connectors your company already uses (Slack, HubSpot, Salesforce, Gmail, Gong, and hundreds more), and the agent runs it — on a schedule, on a trigger, or in a shared chat where colleagues can @mention it. Everything the agent can do is mirrored from what a human would do, including logging into sites with a saved credential, clicking through interfaces, uploading files, and pulling data back out.

A big part of the pitch is governance. Gumloop puts credentials in a vault agents can use without ever seeing, records every browser session step by step with passwords masked, and gives admins role-based access, audit logs, AI spend insights, and per-agent model controls. Multiple providers — Anthropic, OpenAI, Google, xAI and open models — are available side by side, so teams can route cheap work to cheap models and hard reasoning to frontier ones.

Pricing is usage-based with a credit system layered on top of a seat-free plan structure. The Pro tier starts at $37/month and bundles 20,000 credits, unlimited agents and unlimited seats, plus an orchestration fee on top of usage; Enterprise adds custom pricing, VPC options, SSO/SCIM, connector policies and dedicated support. There is a 14-day free trial to start.

**Pricing & Plans:** 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.

- **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.
- **Enterprise governance by default:** Session recordings with masked passwords, audit logs, SCIM/SAML, role-based access, AI spend insights and custom data-retention rules.

**Strengths:** 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

**Limitations:** Credit-plus-orchestration-fee pricing can be hard to forecast at high volume; The platform is evolving fast from workflows toward agents, so some docs and legacy features may feel transitional; Unlimited seats means real cost scales with usage rather than headcount, which surprises some buyers; Advanced governance (VPC, policies, dedicated support) sits behind custom Enterprise pricing

[Profile (Markdown)](https://openaitools.app/tool/gumloop.md)

## Frequently Asked Questions

### How do Roborabbit (formerly BrowserBear) and Gumloop compare in monthly traffic?

Roborabbit (formerly BrowserBear) has 0 monthly visits, while Gumloop has 379,557. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Roborabbit (formerly BrowserBear) has a month-over-month growth rate of 0%; Gumloop has -21.1%.

### How does pricing compare?

Roborabbit (formerly BrowserBear): Free Trial, Paid. Free trial with 100 credits and no credit card required. Paid plans start at $49/month (Automate, 10,000 credits), $99/month (Scale, 100,000 credits) and $249/month (Enterprise, 250,000+ credits). Upgrade, downgrade or cancel at any time. 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.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Manus](https://openaitools.app/tool/manus) | 19,195,779 | -1.7% | Free Trial | Executes autonomous multi-step web browser tasks, offering stronger general agentic execution than Gumloop's structured node pipelines. | [.md](https://openaitools.app/tool/manus.md) |
| 2 | [Zapier](https://openaitools.app/tool/zapier-com) | 5,065,248 | +0.4% | Freemium, Free Trial, Paid | Connects thousands of popular apps with robust traditional automations, but offers less native AI agent flexibility than Gumloop. | [.md](https://openaitools.app/tool/zapier-com.md) |
| 3 | [n8n](https://openaitools.app/tool/n8n) | 4,522,449 | -7.4% | Freemium | Provides powerful open-source node-based workflow automation, giving you more self-hosting control and flexibility than Gumloop. | [.md](https://openaitools.app/tool/n8n.md) |
| 4 | [Apify](https://openaitools.app/tool/apify) | 4,147,762 | +3.9% | Freemium, Contact for Pricing | Run thousands of ready-made web scrapers and AI agents from one cloud platform | [.md](https://openaitools.app/tool/apify.md) |
| 5 | [MindStudio](https://openaitools.app/tool/mindstudio) | 1,793,337 | +14.2% | Contact for Pricing | Provides a visual builder for custom AI agents and workflows, similar to Gumloop's automation capabilities. | [.md](https://openaitools.app/tool/mindstudio.md) |
| 6 | [CREAO](https://openaitools.app/tool/creao) | 619,749 | +39.2% | Freemium | Builds recurring automated business workflows connected to enterprise applications, mirroring Gumloop's integration focus. | [.md](https://openaitools.app/tool/creao.md) |
| 7 | [Taskade](https://openaitools.app/tool/taskade) | 539,714 | -9.4% | Freemium | Combines AI task management with workflow automation, offering a more collaborative workspace than Gumloop's data pipeline focus. | [.md](https://openaitools.app/tool/taskade.md) |
| 8 | [PhantomBuster](https://openaitools.app/tool/phantombuster) | 279,012 | -10.1% | Freemium, Free Trial, Paid | Focuses specifically on cloud web scraping and lead generation automation rather than general AI agent workflows. | [.md](https://openaitools.app/tool/phantombuster.md) |
| 9 | [Tines](https://openaitools.app/tool/tines) | 273,260 | +24.4% | Freemium, Contact for Pricing | Delivers enterprise-grade security and governance for automated workflows, but requires more deliberate setup than Gumloop. | [.md](https://openaitools.app/tool/tines.md) |
| 10 | [Activepieces](https://openaitools.app/tool/activepieces) | 258,553 | +1.5% | Freemium | Offers an open-source automation builder with prebuilt connectors, providing a self-hostable alternative to Gumloop's cloud platform. | [.md](https://openaitools.app/tool/activepieces.md) |

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Source: https://openaitools.app/compare/browserbear-com-vs-gumloop

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