# ATO - AI Tab Organizer vs Gumloop

ATO - AI Tab Organizer records 0 monthly visits with — month-over-month growth and Free, Freemium pricing. Gumloop records 379,557 monthly visits with -21.1% growth and Freemium, Paid, Contact for Pricing pricing.

| Metric | [ATO - AI Tab Organizer](https://openaitools.app/tool/ato) | [Gumloop](https://openaitools.app/tool/gumloop) |
| :--- | :--- | :--- |
| Website URL | https://chromewebstore.google.com/detail/ato/dhljacmljbbiihhjfjcjaebajabeedfg | https://www.gumloop.com |
| Categories | AI Task Management, AI Productivity Tools, AI Assistant | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping |
| Pricing Model | Free, Freemium | Freemium, Paid, Contact for Pricing |
| Monthly Visits | 0 | 379,557 |
| MoM Growth Rate | — | -21.1% |
| Primary Market | Global | United States |
| Direct Visits | 0 | 125,579 |
| Review Score | 4.2 | 4.4 |
| Saved Count | 1 | 0 |
| Supported Platforms | Browser Extension | Website |

## ATO - AI Tab Organizer

ATO (AI Tab Organizer) tackles the familiar problem of dozens of open tabs with two complementary ideas: automation and visualisation. On the automation side, the extension reads page content and clusters tabs into meaningful groups — Research, Shopping, Finance, Work and so on — or sorts them by when you last used them, by predicted frequency of next use, or by topics you define yourself. A dynamic mode groups new tabs the moment they open, so the workspace stays tidy without manual effort.

The visualisation side is the Tab Observer, a full-screen command centre where each Chrome window becomes a "Space" and each tab group a "Planet" whose size grows with the number of tabs it holds. Individual tabs orbit as "Stars", and you can drag and drop them between planets, marquee-select dozens at once, hover for live page previews, and teleport tabs between windows. It is an unusual, game-like take on window management that makes bulk organisation feel fast rather than tedious.

Everyday housekeeping is covered too: duplicate tab detection, instant cross-window search, and custom tab renaming. The free tier includes all organisation methods plus 30 AI tokens that refill monthly; ATO Pro removes the token cap, unlocks the full Tab Observer and adds dynamic auto-organisation. Token management and Pro upgrades require a secure sign-in.

**Pricing & Plans:** ATO has a free tier that includes the full organisation toolbox and 30 AI tokens refilled every month at no cost. ATO Pro removes the token limit, unlocks the complete Tab Observer, adds dynamic auto-organisation and premium support; upgrades are handled in-app or via the vendor's website. Check atobase.app for current Pro pricing.

- **AI Semantic Grouping:** ATO reads page content and clusters tabs into meaningful categories such as Research, Shopping, Finance or Work.
- **Multiple Sorting Modes:** Organise by category, last access, AI-predicted frequency of use, or custom topics you define yourself.
- **Dynamic Auto-Organising:** Enable on-the-fly mode and every newly opened tab is grouped the moment it appears.
- **Tab Observer Universe:** A visual command centre where windows are Spaces, groups are Planets and tabs orbit as Stars, with drag-and-drop and marquee multi-select.
- **Duplicate Cleaning and Instant Search:** Find and close redundant tabs to free memory, and locate any tab across any window with a lightning-fast search box.

**Strengths:** Free tier is genuinely usable, with all organisation methods and monthly token refills; Four distinct AI organisation strategies cover semantic, temporal, predictive and custom needs; The Tab Observer's visual universe makes bulk tab moves faster than list-based managers; Solid 4.5 rating and active version history on the Chrome Web Store

**Limitations:** Free plan caps AI organisation at 30 tokens per month, which heavy users will exhaust; Full Tab Observer access and dynamic auto-organising are locked behind Pro; Token management and Pro upgrades require creating an account and signing in

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

## 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)

## Frequently Asked Questions

### How do ATO - AI Tab Organizer and Gumloop compare in monthly traffic?

ATO - AI Tab Organizer has 0 monthly visits, while Gumloop has 379,557. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

ATO - AI Tab Organizer has a month-over-month growth rate of —; Gumloop has -21.1%.

### How does pricing compare?

ATO - AI Tab Organizer: Free, Freemium. ATO has a free tier that includes the full organisation toolbox and 30 AI tokens refilled every month at no cost. ATO Pro removes the token limit, unlocks the complete Tab Observer, adds dynamic auto-organisation and premium support; upgrades are handled in-app or via the vendor's website. Check atobase.app for current Pro pricing. 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.

## 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 | 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) |
| 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 | [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) |
| 6 | [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) |
| 7 | [AI Toolbox](https://openaitools.app/tool/chatgpt-toolbox) | 290,140 | +16.9% | Freemium | Organize, search and export your AI chats across ChatGPT, Gemini, Claude and Grok | [.md](https://openaitools.app/tool/chatgpt-toolbox.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/ato-vs-gumloop

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