# Gumloop vs Ottic

Gumloop records 379,557 monthly visits with -21.1% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. Ottic records 956 monthly visits with -6.8% growth and Freemium pricing.

| Metric | [Gumloop](https://openaitools.app/tool/gumloop) | [Ottic](https://openaitools.app/tool/ottic) |
| :--- | :--- | :--- |
| Website URL | https://www.gumloop.com | https://ottic.ai |
| Categories | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping | AI Testing, Large Language Models (LLMs), AI Developer Tools, Prompt Engineering |
| Pricing Model | Freemium, Paid, Contact for Pricing | Freemium |
| Monthly Visits | 379,557 | 956 |
| MoM Growth Rate | -21.1% | -6.8% |
| Primary Market | United States | Guatemala |
| Direct Visits | 125,579 | 432 |
| 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)

## Ottic

Ottic positions itself as a worker rather than a chatbot. After a short setup, it connects to the tools a team already relies on — Gmail, Slack, Notion, HubSpot, Google Drive, Calendar, Sheets, WhatsApp, Figma and others — and studies how that team works. From there it takes natural-language instructions and carries them out, deploying subagents, browsing the web, automating a browser, and pulling data from CRM records or databases before producing a finished report, a spreadsheet or an email ready to send.

The platform is organised around four ideas. Skills let you teach Ottic a repeatable playbook once, then have it follow that playbook every time; a community catalogue offers a large library of ready-made skills. Routines schedule recurring work — a Monday revenue report, a daily inbox sweep — that runs even when your computer is off. Artifacts are the deliverables themselves: versioned, downloadable and shareable through a private link, whether that is an HTML report, a CSV export or a multi-slide deck. A persistent memory layer keeps your preferences and prior work in context so results improve over time.

Ottic is aimed at founders, operators and small teams who want to offload time-consuming admin and research without hiring. The stated onboarding is quick — connect your accounts, give it a task, and start small — with a free starting tier and no credit card required. Evaluation of LLM outputs is no longer the core focus of the product; it is now a general-purpose agent for everyday work rather than a dedicated testing or monitoring service.

**Pricing & Plans:** Ottic offers a free starting tier with no credit card required and advertises an up-and-running setup in minutes. Higher tiers and enterprise plans are available via the vendor; specific paid prices are not published on the landing page, so check the official pricing page or contact the team for current figures.

- **Natural-language task delegation:** Describe what you need in plain language and Ottic handles the sequence of steps, from research to drafting to sending.
- **Deep tool connectors:** Connects to Gmail, Slack, Notion, HubSpot, Drive, Calendar, Sheets and more, plus databases and the wider web, so tasks can span systems.
- **Skills and a community catalogue:** Teach Ottic a repeatable workflow once, or pick from a large shared library of community playbooks for common jobs.
- **Scheduled routines:** Set recurring tasks such as weekly reports or daily inbox triage that run autonomously on a schedule, even when your computer is off.
- **Versioned, shareable artifacts:** Outputs arrive as real deliverables — dashboards, spreadsheets, reports and decks — versioned, downloadable and shareable via private links.

**Strengths:** Learns your context and tool setup automatically, with no elaborate configuration; Handles long, multi-step workflows that keep running in the background; Produces usable deliverables such as reports, spreadsheets and decks rather than text alone; Persistent memory means results sharpen the more you use it

**Limitations:** Core automation depends on connecting a broad set of third-party accounts; Paid pricing is not published on the main site, which makes budgeting harder; The product has shifted away from its original LLM-evaluation focus, so older references may mislead

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

## Frequently Asked Questions

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

Gumloop has 379,557 monthly visits, while Ottic has 956. 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%; Ottic has -6.8%.

### 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. Ottic: Freemium. Ottic offers a free starting tier with no credit card required and advertises an up-and-running setup in minutes. Higher tiers and enterprise plans are available via the vendor; specific paid prices are not published on the landing page, so check the official pricing page or contact the team for current figures.

## 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 | [Notion AI](https://openaitools.app/tool/notion-ai) | 13,460,455 | +13.4% | Freemium, Paid, Contact for Pricing | Your always-on AI teammate inside the Notion workspace | [.md](https://openaitools.app/tool/notion-ai.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 | [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) |
| 6 | [Attio](https://openaitools.app/tool/attio) | 1,652,928 | -4.2% | Free Trial, Contact for Pricing | The AI-native CRM for agentic revenue teams | [.md](https://openaitools.app/tool/attio.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 | [Labelbox](https://openaitools.app/tool/labelbox) | 762,803 | -22.8% | Contact for Pricing | The environments frontier AI trains on, and the agents that do the recurring work | [.md](https://openaitools.app/tool/labelbox.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 | 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) |

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

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