# Gumloop vs LiveContext

Gumloop records 379,557 monthly visits with -21.1% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. LiveContext records 0 monthly visits with 0% growth and Freemium pricing.

| Metric | [Gumloop](https://openaitools.app/tool/gumloop) | [LiveContext](https://openaitools.app/tool/livecontext) |
| :--- | :--- | :--- |
| Website URL | https://www.gumloop.com | https://livecontext.ai |
| Categories | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping | AI Workflow, AI Agent, No-Code&Low-Code, AI App Builder |
| Pricing Model | Freemium, Paid, Contact for Pricing | Freemium |
| Monthly Visits | 379,557 | 0 |
| MoM Growth Rate | -21.1% | 0% |
| Primary Market | United States | Global |
| Direct Visits | 125,579 | 0 |
| Review Score | 4.4 | 4.2 |
| 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)

## LiveContext

LiveContext takes a different approach from drag-and-drop builders that assume you already know how to model a process. You start by describing the outcome in a sentence, the way you would brief an assistant. LiveContext interprets that request and produces three things at once: the workflow itself, a small review app your team will actually open every day, and the data table that keeps the record. From there you tune the plan, connect your accounts and let it run.

The execution layer is built around agents that behave like colleagues rather than black boxes. Each one gets a face, a model, the specific tools its job requires and a budget it cannot exceed. Run history preserves what every step received, produced and cost, and re-runs can be triggered from any point in the chain, so when something changes you can see exactly which step caused it.

LiveContext is aimed at growing companies that want the back office to run itself without giving up oversight. Refunds and client emails wait for a one-tap approval in Slack, WhatsApp or Telegram; access to tables, workflows and applications is granted per agent as read, write or no access; and success rate, duration and cost per run are surfaced in analytics. For platforms, a built-in MCP server exposes your workflows and teammates to Claude Code, Cursor and any other MCP client, and 2,000+ native integrations cover the tools most teams already use.

**Pricing & Plans:** Freemium and credit-based. The Free plan is $0 and includes 1,000 credits per month, one workspace, 100 MB of storage, workflows, AI agents and 2,000+ integrations with free-tier AI models. Pro starts at $19/month with selectable credit tiers from 10,000 to 500,000 credits, three workspaces, 10 GB storage, all AI models, full API and integration access, browser agents, RAG and priority execution; annual billing cuts the base by 20%. Enterprise pricing is quoted per organization and adds unlimited users and workspaces, SSO/SAML, RBAC, audit logs, your own AI keys and CLI, a dedicated managed server, 99.9% uptime SLA and a dedicated account manager. One-time Pay As You Go top-ups are available at $10, $50 and $100. Workflow nodes cost 1 credit each to run; agent steps are billed on tokens used.

- **Describe it in chat, get a running automation:** Type a request in plain language and LiveContext drafts the workflow, the review app and the data table behind it in one pass, with no canvas wiring required to get started.
- **Scoped AI teammates with hard budgets:** Each agent has a face, a chosen model, tools scoped to its job and a hard budget cap. Everything it can read, write or not touch is configured per agent.
- **Plan-locked runs with full audit trail:** Approved workflows run step by step, on the paths your team drew, with every step's input, output, cost and duration logged and re-runnable from any point.
- **Human-in-the-loop approvals:** Sensitive steps such as refunds, client emails or invoice reminders pause and wait for a one-tap approval from wherever you chat, including Slack, WhatsApp and Telegram.
- **MCP server, API access and a marketplace:** A built-in MCP server plus REST API, workflow export and a marketplace where you can publish, fork and reuse automations built by others.
- **2,000+ integrations and a code node:** Connect 2,000+ tools out of the box and extend with HTTP requests, custom APIs and a code node when the native integration does not exist.

**Strengths:** Chat-to-automation flow removes most of the modelling work of traditional workflow builders; Per-agent budget caps and approval gates make it unusually safe for finance and support tasks; Detailed run history, per-run cost analytics and version history deliver real auditability; Built-in MCP server and REST API fit teams already working inside Claude Code or Cursor

**Limitations:** Credit-based billing requires some up-front mental math to predict monthly cost for heavy agent usage; Free tier is capped at a single workspace, 100 MB storage and free-tier AI models only; Advanced security features such as SSO/SAML, RBAC and audit logs are gated behind Enterprise; Self-hosting is offered as a dedicated managed server rather than a fully free on-prem deployment

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

## Frequently Asked Questions

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

Gumloop has 379,557 monthly visits, while LiveContext has 0. 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%; LiveContext has 0%.

### 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. LiveContext: Freemium. Freemium and credit-based. The Free plan is $0 and includes 1,000 credits per month, one workspace, 100 MB of storage, workflows, AI agents and 2,000+ integrations with free-tier AI models. Pro starts at $19/month with selectable credit tiers from 10,000 to 500,000 credits, three workspaces, 10 GB storage, all AI models, full API and integration access, browser agents, RAG and priority execution; annual billing cuts the base by 20%. Enterprise pricing is quoted per organization and adds unlimited users and workspaces, SSO/SAML, RBAC, audit logs, your own AI keys and CLI, a dedicated managed server, 99.9% uptime SLA and a dedicated account manager. One-time Pay As You Go top-ups are available at $10, $50 and $100. Workflow nodes cost 1 credit each to run; agent steps are billed on tokens used.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Notion](https://openaitools.app/tool/t) | 173,441,670 | +0.1% | Freemium | The AI workspace where teams and agents get work done together | [.md](https://openaitools.app/tool/t.md) |
| 2 | [Salesforce Agentforce (formerly Einstein)](https://openaitools.app/tool/salesforce-einstein) | 111,910,743 | +2.2% | Freemium | Autonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas. | [.md](https://openaitools.app/tool/salesforce-einstein.md) |
| 3 | [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) |
| 4 | [Base44](https://openaitools.app/tool/base44) | 14,039,232 | +0.5% | Freemium, Paid, Contact for Pricing | Build working apps, websites, and AI agents by describing them | [.md](https://openaitools.app/tool/base44.md) |
| 5 | [Zapier](https://openaitools.app/tool/zapier-com) | 5,065,248 | +0.4% | Freemium, Free Trial, Paid | Automate work across thousands of apps — no code required | [.md](https://openaitools.app/tool/zapier-com.md) |
| 6 | [n8n](https://openaitools.app/tool/n8n) | 4,522,449 | -7.4% | Freemium | Open-source workflow automation built for AI agents and technical teams | [.md](https://openaitools.app/tool/n8n.md) |
| 7 | [MindStudio](https://openaitools.app/tool/mindstudio) | 1,793,337 | +14.2% | Contact for Pricing | No-code builder for custom AI agents and workflows | [.md](https://openaitools.app/tool/mindstudio.md) |
| 8 | [Dify](https://openaitools.app/tool/dify-ai) | 819,691 | -15% | Freemium | Build, deploy, and govern production-ready agentic AI workflows | [.md](https://openaitools.app/tool/dify-ai.md) |
| 9 | [CREAO](https://openaitools.app/tool/creao) | 619,749 | +39.2% | Freemium | AI agents that run recurring business work for your team | [.md](https://openaitools.app/tool/creao.md) |
| 10 | [Taskade](https://openaitools.app/tool/taskade) | 539,714 | -9.4% | Freemium | Turn one prompt into live business apps, AI agents and automated workflows | [.md](https://openaitools.app/tool/taskade.md) |

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

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