# Gumloop vs Webfuse

Gumloop records 379,557 monthly visits with -21.1% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. Webfuse records 54,641 monthly visits with +8.8% growth and Contact for Pricing pricing.

| Metric | [Gumloop](https://openaitools.app/tool/gumloop) | [Webfuse](https://openaitools.app/tool/webfuse) |
| :--- | :--- | :--- |
| Website URL | https://www.gumloop.com | https://www.webfuse.com |
| Categories | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping | No-Code&Low-Code, AI Agent, AI API, AI Developer Tools |
| Pricing Model | Freemium, Paid, Contact for Pricing | Contact for Pricing |
| Monthly Visits | 379,557 | 54,641 |
| MoM Growth Rate | -21.1% | +8.8% |
| Primary Market | United States | United States |
| Direct Visits | 125,579 | 22,501 |
| Review Score | 4.4 | 4.4 |
| Saved Count | 0 | 0 |
| Supported Platforms | Website | Website |

## 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)

## Webfuse

Webfuse is built for teams that already have the "brain" — an LLM or agent — but need a reliable way to act on real websites. It works as an intelligent proxy between the user and a target application: when a session starts, Webfuse intercepts HTTP requests and renders the site inside a secure virtualized container, with no extension to install and no source-code changes required. That gives agents native DOM access, zero added latency compared with remote browser farms, and full observability, because the agent sees exactly what the user sees.

On top of the proxy sits an augmentation layer. Teams can add functionality to any third-party web app without touching its code — session recording, sharing, element masking, access controls, or even video calling — and can inject their own code modules as custom extensions. The actuation layer then exposes session events to backend logic or to an AI agent through the Model Context Protocol, so the agent can click buttons, fill forms, and drive multi-step journeys in a live session.

Because these workflows touch production systems, Webfuse leans heavily on governance. It advertises SOC2 Type II audited and ISO27001 certified infrastructure, TLS in transit, audit logs, HD session recording, content and element masking, cookie guard and zero-trust options, IP restrictions, and SSO via SAML or OIDC. Pricing is usage-based: a free 14-day trial, then a Spark plan around $18/month with 12,500 virtual minutes for prototyping, a Forge plan around $495/month with 250,000 virtual minutes and 30 concurrent channels, and a custom Foundry tier billed per successful interaction for enterprise and partner workflows. A NICE CXone native integration supports human handoff in contact-center use cases.

**Pricing & Plans:** Free 14-day trial, then usage-based plans: Spark around $18/month with 12,500 virtual minutes and 2 concurrent channels; Forge around $495/month with 250,000 virtual minutes, 30 channels, and optional add-on minutes; Foundry custom enterprise pricing billed per successful interaction. Prices shown exclude VAT.

- **MCP agent actuation:** Expose live browser sessions to LLMs through the Model Context Protocol so agents can click, scroll, and fill forms.
- **In-browser virtual sessions:** Runs in the user's own browser with no extension or headless instance, giving native DOM access and zero added latency.
- **No-code web augmentation:** Add recording, sharing, element masking, access controls, or custom code modules to any third-party app without changing its source.
- **Governance and audit tooling:** Audit logs, HD session recording, content masking, zero-trust controls, IP restrictions, and SSO for production agentic workflows.
- **Enterprise security posture:** SOC2 Type II audited and ISO27001 certified infrastructure with TLS encryption in transit and multi-region redundancy.

**Strengths:** Runs in the user's real browser session instead of a remote headless instance; MCP-native, so existing LLM agents connect without bespoke glue code; Strong compliance story with SOC2 Type II and ISO27001 certifications; No extension or source-code changes needed for target web apps

**Limitations:** Usage is metered in virtual minutes, so heavy automation scales in cost; Foundry enterprise tier is quote-based rather than self-serve; Best value assumes an existing agent framework to plug into

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

## Frequently Asked Questions

### How do Gumloop and Webfuse compare in monthly traffic?

Gumloop has 379,557 monthly visits, while Webfuse has 54,641. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Gumloop has a month-over-month growth rate of -21.1%; Webfuse has +8.8%.

### 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. Webfuse: Contact for Pricing. Free 14-day trial, then usage-based plans: Spark around $18/month with 12,500 virtual minutes and 2 concurrent channels; Forge around $495/month with 250,000 virtual minutes, 30 channels, and optional add-on minutes; Foundry custom enterprise pricing billed per successful interaction. Prices shown exclude VAT.

## 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 | [Composio](https://openaitools.app/tool/composio) | 2,782,603 | +22.8% | Freemium, Contact for Pricing | Give your AI agents secure, authenticated access to 1,700+ apps | [.md](https://openaitools.app/tool/composio.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 | [TinyFish](https://openaitools.app/tool/tinyfish) | 1,124,952 | +199.7% | Freemium, Contact for Pricing | One API key for agent-grade web search, fetch, browsing and automation | [.md](https://openaitools.app/tool/tinyfish.md) |
| 7 | [Exa](https://openaitools.app/tool/exa-ai) | 1,062,574 | +16.8% | Freemium, Contact for Pricing | Web search API and crawler built for AI agents | [.md](https://openaitools.app/tool/exa-ai.md) |
| 8 | [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) |
| 9 | [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) |
| 10 | [Merge](https://openaitools.app/tool/merge-dev) | 313,201 | +1.7% | Freemium, Contact for Pricing | The universal context engine connecting agents to data, tools, and models | [.md](https://openaitools.app/tool/merge-dev.md) |

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Source: https://openaitools.app/compare/gumloop-vs-webfuse

More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)