# Gumloop vs Questflow

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

| Metric | [Gumloop](https://openaitools.app/tool/gumloop) | [Questflow](https://openaitools.app/tool/questflow) |
| :--- | :--- | :--- |
| Website URL | https://www.gumloop.com | https://questflow.xyz |
| Categories | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping | AI Agent, Blockchain, Web3, AI Workflow |
| Pricing Model | Freemium, Paid, Contact for Pricing | Contact for Pricing |
| 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 | 4.4 |
| Saved Count | 0 | 4 |
| 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)

## Questflow

Questflow is an AI finance agent aimed at investors who want to participate in markets with agent assistance rather than manual screen-watching. The core idea is that top-investor strategies can be packaged as AI Agents that you compare on performance, risk, deposits and capacity, then choose to follow with your own capital. Instead of a single opaque algorithm, Questflow gives you an agent environment with selectable models, skills and data plug-ins.

The platform describes itself as a persistent intelligence environment rather than a stateless trading bot: every signal, decision, risk rule and trade it processes makes the agent more useful over time. A 'financial harness' structures this into four layers — Models determine how the agent reasons, Skills define the strategy it applies, Plugins bring in the financial world's data, and Accounts let it move from analysis to execution through exchange, brokerage or wallet connections you authorise.

Risk control is a central part of the pitch. Questflow repeatedly states it is the brain and not the vault: your assets stay in your own wallet, trading scope is bounded by markets, sizes and permissions you approve, and a kill switch lets you stop the agent when the thesis no longer holds. Headquartered under QF Corporation, the product carries a vision and benchmark section on its site alongside pricing and documentation.

**Pricing & Plans:** Pricing is not published openly on the homepage — Questflow routes users through an app download and a pricing/contact section, so commercial terms are confirmed on request or inside the app.

- **Model selection per scenario:** Choose the reasoning model for your agent, switching freely between general models like GPT, Claude and Gemini according to whether you are analysing, researching or trading.
- **Trading and investing Skills:** Install official Skills or upload your own to encode trading strategies, investment systems and analytical frameworks, building a bespoke AI investment framework.
- **Financial data plugins:** Plugins connect financial data sources, news, market data, on-chain signals, deep research and social media so the agent reasons from current information.
- **Connected accounts and execution:** Link exchanges, brokerages and wallets so the agent can read balances, analyse exposure and execute natural-language or automated trades through accounts you authorise.
- **Self-custody and scoped permissions:** Your wallet stays yours, market and size limits are approved by you, and a kill switch pauses the agent when the strategy no longer fits.

**Strengths:** Combines model choice, strategy Skills, data plugins and execution in one agent environment; Comparison of AI agents by performance, risk, deposits and capacity supports informed following; Self-custody plus scoped permissions and a kill switch address a major concern with automated trading; Supports leading reasoning models such as GPT, Claude and Gemini, switchable by scenario

**Limitations:** Financial-agent investing carries market risk that no amount of AI orchestration removes; Effective use requires connecting wallets and brokerage accounts, which not every investor will want to do; Public information about pricing, supported venues and regulatory status is still thin

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

## Frequently Asked Questions

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

Gumloop has 379,557 monthly visits, while Questflow 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%; Questflow 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. Questflow: Contact for Pricing. Pricing is not published openly on the homepage — Questflow routes users through an app download and a pricing/contact section, so commercial terms are confirmed on request or inside the app.

## 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 | Automate work across thousands of apps — no code required | [.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 | [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) |
| 5 | [LuxAlgo](https://openaitools.app/tool/luxalgo) | 985,376 | +9.8% | Freemium, Free Trial, Paid | AI trading indicators, real-trade orderflow and charts in one platform | [.md](https://openaitools.app/tool/luxalgo.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/gumloop-vs-questflow

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