# Gumloop vs Reform

Gumloop registra 379.557 visitas mensais com crescimento de -21,1% mês a mês e preços Freemium, Pago, Preço sob consulta. Reform registra 9.308 visitas mensais com crescimento de +364,5% e preços Preço sob consulta.

| Métrica | [Gumloop](https://openaitools.app/pt/tool/gumloop) | [Reform](https://openaitools.app/pt/tool/reform) |
| :--- | :--- | :--- |
| URL do site | https://www.gumloop.com | https://reformhq.com |
| Categorias | AI Workflow, No-Code & Low-Code, AI Agent, Scraping web com IA | AI Workflow, Extração de Documentos com IA, Ferramentas de produtividade com IA, IA para análise de dados |
| Modelo de preços | Freemium, Pago, Preço sob consulta | Preço sob consulta |
| Visitas mensais | 379.557 | 9.308 |
| Taxa de crescimento mensal | -21,1% | +364,5% |
| Mercado principal | Estados Unidos | Ucrânia |
| Visitas diretas | 125.579 | 4.182 |
| Nota de avaliação | 4,4 | 4,2 |
| Contagem de favoritos | 0 | 1 |
| Plataformas suportadas | Site | Site |

## Gumloop

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.

**Preços e planos:** 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.

**Pontos fortes:** 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

**Limitações:** 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/pt/tool/gumloop.md)

## Reform

Reform builds AI agents that run document-heavy operations for freight forwarders, customs brokers, and importers, connecting to your existing TMS and ERP systems.

**Preços e planos:** Tiered subscription with three published plans: Team (single admin, 10,000 credits per month, 4 automations), Operations (up to 4 admins, up to 100,000 credits per month, unlimited automations, up to 3 integrations), and Enterprise (unlimited admins, credits, and automations). Team offers a trial; Operations and Enterprise are quoted after a demo or sales conversation.

- **Document digitization and data extraction:** Agents ingest invoices, packing lists, bills of lading, and forms in any format, pulling out the exact fields your downstream systems expect.
- **Deep TMS and ERP integrations:** Use native connectors for common logistics and accounting systems, or build custom integrations into your own internal software and databases.
- **Template library for logistics workflows:** Shipment consolidation, quoting, accounts payable, customs preparation, and duty drawback templates get you live in weeks rather than months.
- **SOP-driven agent learning:** Upload your existing procedures and context so agents follow how your operation actually runs, and improve as they see more documents.
- **Dashboards and programmatic access:** Custom dashboards give teams and customers visibility into automated tasks, and the API lets you embed Reform into your own products.

**Pontos fortes:** Purpose-built for logistics and customs workflows rather than generic document AI; Native integration with the TMS and ERP systems forwarders already use; Template-driven onboarding with most customers live in weeks; Reported outcomes are concrete, with case studies citing 75%+ reductions in processing time

**Limitações:** Operations and Enterprise pricing is quote-only, so total cost is hard to estimate up front; Heaviest value depends on integration work, which takes engineering time; Credit-based consumption can be harder to forecast as automation volume grows; Geared to operations-heavy businesses, with limited appeal for small or non-logistics teams

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

## Perguntas frequentes

### Como Gumloop e Reform se comparam em tráfego mensal?

Gumloop tem 379.557 visitas mensais, enquanto Reform tem 9.308. As estimativas de tráfego descrevem o tamanho da audiência, não a qualidade do produto.

### Como as taxas de crescimento se comparam?

Gumloop tem taxa de crescimento mês a mês de -21,1%; Reform tem +364,5%.

### Como os preços se comparam?

Gumloop: Freemium, Pago, Preço sob consulta. 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. Reform: Preço sob consulta. Tiered subscription with three published plans: Team (single admin, 10,000 credits per month, 4 automations), Operations (up to 4 admins, up to 100,000 credits per month, unlimited automations, up to 3 integrations), and Enterprise (unlimited admins, credits, and automations). Team offers a trial; Operations and Enterprise are quoted after a demo or sales conversation.

## Alternativas

| # | Nome da ferramenta | Visitas mensais | Taxa de crescimento mensal | Modelo de preços | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Manus](https://openaitools.app/pt/tool/manus) | 19.195.779 | -1,7% | Teste gratuito | Executa tarefas autônomas de navegador web em várias etapas, oferecendo uma execução baseada em agentes mais forte do que os pipelines de nós estruturados do Gumloop. | [.md](https://openaitools.app/pt/tool/manus.md) |
| 2 | [Zapier](https://openaitools.app/pt/tool/zapier-com) | 5.065.248 | +0,4% | Freemium, Teste gratuito, Pago | Conecta milhares de aplicativos populares com automações tradicionais robustas, mas oferece menos flexibilidade de agente de IA nativo do que o Gumloop. | [.md](https://openaitools.app/pt/tool/zapier-com.md) |
| 3 | [n8n](https://openaitools.app/pt/tool/n8n) | 4.522.449 | -7,4% | Freemium | Fornece automação de fluxo de trabalho de código aberto baseada em nós, oferecendo mais controle de auto-hospedagem e flexibilidade do que o Gumloop. | [.md](https://openaitools.app/pt/tool/n8n.md) |
| 4 | [MindStudio](https://openaitools.app/pt/tool/mindstudio) | 1.793.337 | +14,2% | Preço sob consulta | Provides a visual builder for custom AI agents and workflows, similar to Gumloop's automation capabilities. | [.md](https://openaitools.app/pt/tool/mindstudio.md) |
| 5 | [CREAO](https://openaitools.app/pt/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/pt/tool/creao.md) |
| 6 | [Taskade](https://openaitools.app/pt/tool/taskade) | 539.714 | -9,4% | Freemium | Combina gerenciamento de tarefas de IA com automação de fluxo de trabalho, oferecendo um espaço de trabalho mais colaborativo que o foco em pipelines de dados do Gumloop. | [.md](https://openaitools.app/pt/tool/taskade.md) |
| 7 | [PhantomBuster](https://openaitools.app/pt/tool/phantombuster) | 279.012 | -10,1% | Freemium, Teste gratuito, Pago | Focuses specifically on cloud web scraping and lead generation automation rather than general AI agent workflows. | [.md](https://openaitools.app/pt/tool/phantombuster.md) |
| 8 | [Tines](https://openaitools.app/pt/tool/tines) | 273.260 | +24,4% | Freemium, Preço sob consulta | Delivers enterprise-grade security and governance for automated workflows, but requires more deliberate setup than Gumloop. | [.md](https://openaitools.app/pt/tool/tines.md) |
| 9 | [Activepieces](https://openaitools.app/pt/tool/activepieces) | 258.553 | +1,5% | Freemium | Oferece um construtor de automação de código aberto com conectores pré-construídos, fornecendo uma alternativa auto-hospedável à plataforma em nuvem do Gumloop. | [.md](https://openaitools.app/pt/tool/activepieces.md) |
| 10 | [Nanonets](https://openaitools.app/pt/tool/nanonets) | 221.826 | -10,6% | Teste gratuito, Pago, Preço sob consulta | Agentes de IA que executam de ponta a ponta processos intensivos em documentos | [.md](https://openaitools.app/pt/tool/nanonets.md) |

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Fonte: https://openaitools.app/pt/compare/gumloop-vs-reform

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