# Gumloop vs PromptOwl

Gumloop records 379,557 monthly visits with -21.1% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. PromptOwl records 2,824 monthly visits with -35.7% growth and Freemium pricing.

| Metric | [Gumloop](https://openaitools.app/tool/gumloop) | [PromptOwl](https://openaitools.app/tool/promptowl) |
| :--- | :--- | :--- |
| Website URL | https://www.gumloop.com | https://promptowl.ai |
| Categories | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping | AI Recruiting, AI Agent, Prompt Engineering, AI Productivity Tools |
| Pricing Model | Freemium, Paid, Contact for Pricing | Freemium |
| Monthly Visits | 379,557 | 2,824 |
| MoM Growth Rate | -21.1% | -35.7% |
| Primary Market | United States | United States |
| Direct Visits | 125,579 | 1,115 |
| Review Score | 4.4 | 4.3 |
| 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)

## PromptOwl

Most teams start with one person getting an AI assistant to work well for them, then hit a wall the moment that knowledge has to be shared. Each agent keeps its own copy of instructions and documents, the copies drift apart, and nobody can prove which version of a policy an AI was reading last quarter. PromptOwl's answer is ContextNest: a single governed vault of approved company knowledge that every AI your team uses reads from.

The platform is designed to sit underneath the tools you already pay for rather than replace them. Claude, ChatGPT, Cursor, Cline, Windsurf and any MCP client can read your nest over MCP, and those reads do not consume credits. When PromptOwl supplies the model itself, usage is metered in credits, from 1,000 per user per month on Free to 5,000 on paid plans.

Deployment is deliberately flexible. You can start with plain files on a laptop using the free CLI, self-host the server in Docker so content never leaves your environment, or run on PromptOwl's cloud. The same nest moves between options without migration, and every plan runs on the same SOC 2 and HIPAA controls, with certification, reporting and a BAA reserved for Enterprise.

**Pricing & Plans:** Free for up to 10 users on PromptOwl's cloud or your own servers. Hosted is $10 per user per month billed annually ($12 month to month) with 5 GB of governed context. Self-Hosted is $10 per user per month with a 30-user minimum and unlimited storage. Enterprise is custom, adding SOC 2 reporting, a HIPAA BAA, OIDC SSO and your own model keys. Every paid plan starts with a free month.

- **One governed context vault:** Keep approved documents, policies and SOPs in one nest that Claude, ChatGPT, Cursor, Gemini CLI and any MCP client can read, so every assistant answers from the same source.
- **Approval workflows and version history:** Turn on review and a named owner approves changes before AI can use them. Every version is retained, so you can rebuild what an AI knew on any given date.
- **Read logging and audit trail:** Every read of your context is logged, giving teams an auditable record of which AI used which approved version of a document.
- **Flexible deployment:** Start with plain files on a laptop using the open-source CLI, self-host the server in Docker, or use PromptOwl's cloud, pushing the same nest between them with no migration.
- **Built-in workspace and chat:** A Notion-style wiki editor, approvals, version compare, a read log and built-in Hootie chat, with no graph database or vector cluster to stand up.

**Strengths:** Reads from Claude, ChatGPT, Cursor and other MCP clients never consume credits; Free tier covers up to 10 users with no credit card and no trial clock; Deploy on PromptOwl's cloud or self-host so content stays in your environment; Approval workflows plus read logs give a real audit trail for regulated teams

**Limitations:** The product has shifted branding toward "ContextNest", so legacy PromptOwl materials and docs may look outdated; Hosted plans meter AI credits, so heavy in-platform model use can require overage spend; Self-Hosted requires a 30-user minimum, which prices out small teams; SOC 2 reporting and a HIPAA BAA are Enterprise-only

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

## Frequently Asked Questions

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

Gumloop has 379,557 monthly visits, while PromptOwl has 2,824. 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%; PromptOwl has -35.7%.

### 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. PromptOwl: Freemium. Free for up to 10 users on PromptOwl's cloud or your own servers. Hosted is $10 per user per month billed annually ($12 month to month) with 5 GB of governed context. Self-Hosted is $10 per user per month with a 30-user minimum and unlimited storage. Enterprise is custom, adding SOC 2 reporting, a HIPAA BAA, OIDC SSO and your own model keys. Every paid plan starts with a free month.

## 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 | [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) |
| 3 | [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) |
| 4 | [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) |
| 5 | [Glean](https://openaitools.app/tool/glean) | 3,301,875 | +0.1% | Contact for Pricing | Enterprise AI grounded in your company's own knowledge | [.md](https://openaitools.app/tool/glean.md) |
| 6 | [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) |
| 7 | [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) |
| 8 | [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) |
| 9 | [TalentRecruit](https://openaitools.app/tool/talentrecruit) | 319,337 | -12.1% | Contact for Pricing | Autonomous hiring powered by agentic AI | [.md](https://openaitools.app/tool/talentrecruit.md) |
| 10 | [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) |

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

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