# Gumloop vs Zaro

Gumloop records 379,557 monthly visits with -21.1% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. Zaro records 5,328 monthly visits with -55.8% growth and Free Trial, Paid, Contact for Pricing pricing.

| Metric | [Gumloop](https://openaitools.app/tool/gumloop) | [Zaro](https://openaitools.app/tool/zaro) |
| :--- | :--- | :--- |
| Website URL | https://www.gumloop.com | https://zaro.ai |
| Categories | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping | AI Agent, AI App Builder, AI Workflow |
| Pricing Model | Freemium, Paid, Contact for Pricing | Free Trial, Paid, Contact for Pricing |
| Monthly Visits | 379,557 | 5,328 |
| MoM Growth Rate | -21.1% | -55.8% |
| Primary Market | United States | India |
| Direct Visits | 125,579 | 2,369 |
| Review Score | 4.4 | 3.9 |
| 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)

## Zaro

Zaro starts from a blunt observation: most companies have already bought AI assistants, yet those assistants cannot actually read the business. A data warehouse made structured numbers queryable but barely touched the knowledge that never sat in a table. Giving everyone a chatbot produced assistants for individuals but no shared company memory. And classic knowledge graphs were accurate the day they shipped, then silently aged because they read from a snapshot and never wrote back.

Zaro's answer is a shared context layer expressed as files that the work itself writes to. Because updates are instant and version history is free, the organisation's context stays current rather than drifting out of date. Every answer names the file it came from and, when you open it, shows which version was read and who last changed it — a design aimed squarely at compliance and governance reviewers who will not sign off on an answer they cannot trace.

The platform is positioned as infrastructure under AI rather than another assistant on top of it. It secures the files, tools, apps and actions that AI depends on from one shared work layer, with scoped access and an audit trail for important actions. Zaro describes itself as built by people from Convergence, PolyAI, Salesforce, Celonis, Lovable, Pigment and several leading universities, and reports backing from Cherry and Hugging Face. Because context is shared across projects, the company argues the first project pays for itself and later ones cost far less, since data discovery, cleansing, agreed definitions and governance only happen once.

**Pricing & Plans:** Free trial, paid plans, and pricing on request. Zaro is sold through an enterprise-style route: the site's primary call to action is to talk to the team rather than a published self-serve price list, so contact the vendor for a quote.

- **Self-updating company context:** Business knowledge is stored as files that the work itself rewrites, so the shared record stays current instead of being rebuilt periodically.
- **Attributable, versioned answers:** Every response names its source file and lets you see which version was read and who last changed it.
- **Shared context across projects:** Definitions, cleansed data and governance applied once are reused by later projects instead of being paid for again.
- **Access scoping and audit trails:** Read, call and change permissions are scoped by role, with visible activity and a trail behind important actions.
- **Industry playbooks:** Prebuilt scenarios for retail store intelligence, go-to-market and distributed manufacturing operations turn discoveries into reusable playbooks.

**Strengths:** Addresses the real gap that bought-and-paid-for AI assistants cannot read company context; Answers are traceable to a named file and version, which supports compliance review; Shared context avoids repeating data discovery and governance work on every new project; Security layer scopes access to files, tools, apps and actions with a visible trail

**Limitations:** Enterprise sales-led motion: no public self-serve pricing, so evaluation requires contacting the team; Value depends on the organisation committing to one shared work layer rather than isolated pilots; Heavy governance features are most relevant to larger companies with compliance requirements

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

## Frequently Asked Questions

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

Gumloop has 379,557 monthly visits, while Zaro has 5,328. 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%; Zaro has -55.8%.

### 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. Zaro: Free Trial, Paid, Contact for Pricing. Free trial, paid plans, and pricing on request. Zaro is sold through an enterprise-style route: the site's primary call to action is to talk to the team rather than a published self-serve price list, so contact the vendor for a quote.

## 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 | [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) |
| 5 | [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) |
| 6 | [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) |
| 7 | [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) |
| 8 | [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) |
| 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 | [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-zaro

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