# Airtop vs Gumloop

Airtop records 16,880 monthly visits with -37.7% month-over-month growth and Freemium pricing. Gumloop records 379,557 monthly visits with -21.1% growth and Freemium, Paid, Contact for Pricing pricing.

| Metric | [Airtop](https://openaitools.app/tool/airtop) | [Gumloop](https://openaitools.app/tool/gumloop) |
| :--- | :--- | :--- |
| Website URL | https://www.airtop.ai | https://www.gumloop.com |
| Categories | AI Agent, AI Browsers, AI Web Scraping, AI Developer Tools | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping |
| Pricing Model | Freemium | Freemium, Paid, Contact for Pricing |
| Monthly Visits | 16,880 | 379,557 |
| MoM Growth Rate | -37.7% | -21.1% |
| Primary Market | United States | United States |
| Direct Visits | 4,280 | 125,579 |
| Review Score | 4.4 | 4.4 |
| Saved Count | 1 | 0 |
| Supported Platforms | Website | Website |

## Airtop

Airtop targets one of the hardest problems in automation: the long tail of web work that has no clean API. Instead of writing brittle selectors by hand, you describe a task — log in, collect data, fill out these forms, update these records — and Agent Builder produces and tests the automation for you. The result is compiled into reliable code that runs on schedules or triggers, so tasks execute predictably at scale rather than gambling on per-call LLM reasoning.

The platform reaches any system, with or without an API key. It ships pre-built integrations for common business tools, supports REST and GraphQL via a secure credential vault, and for applications that expose no API at all it logs in like a person: filling forms, downloading documents, and completing tasks behind authentication. CAPTCHA solving, password management, and built-in proxies are handled natively so runs survive the messy realities of the modern web.

Airtop backs this with enterprise controls. Sessions run in their own encrypted environments, the company states that customer data is never used for AI training, and it holds SOC 2 Type II certification with HIPAA compliance. Observability features show exactly what every agent did — every action, log, and result — and a set of ready-made templates plus SDKs lets engineering teams embed browser automation into agents running in Claude, n8n, Make, or Codex.

**Pricing & Plans:** Freemium with paid tiers and custom enterprise pricing. A free trial is available on the public site; ongoing usage moves to paid plans, and larger organizations can request custom pricing through sales. Exact per-plan limits are quoted on Airtop's pricing page.

- **Agent Builder from plain English:** Describe a workflow conversationally and Airtop builds, tests, and compiles it into reusable automation code that runs like software.
- **Automation without APIs:** Reaches portals and legacy apps that have no API by logging in, filling forms, and downloading documents like a human, with CAPTCHA solving and built-in proxies.
- **Pre-built integrations and vault:** Connect HubSpot, Google Ads, Google Sheets, Gmail, Slack, Airtable, and more, or store API keys safely in the Airtop vault to use REST and GraphQL endpoints immediately.
- **Scheduled and self-healing runs:** Run automations on schedules or triggers, and let broken runs heal themselves when pages change instead of failing silently.
- **Enterprise security and observability:** SOC 2 Type II and HIPAA compliance, encrypted per-session environments, no training on your data, and full logs of every agent action and result.

**Strengths:** Works on sites and apps without APIs, including behind logins and legacy portals; Compiled deterministic agents run far more efficiently than raw per-call LLM loops; Strong compliance posture — SOC 2 Type II, HIPAA, no training on customer data; Ready-made integrations plus vault-based API credentials reduce setup work

**Limitations:** No published flat pricing on the homepage, so cost requires a sales conversation or the pricing page; Browser-based automation can still be affected by unusual site changes despite self-healing; The breadth of features means a real learning curve for non-technical users

[Profile (Markdown)](https://openaitools.app/tool/airtop.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 Airtop and Gumloop compare in monthly traffic?

Airtop has 16,880 monthly visits, while Gumloop has 379,557. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Airtop has a month-over-month growth rate of -37.7%; Gumloop has -21.1%.

### How does pricing compare?

Airtop: Freemium. Freemium with paid tiers and custom enterprise pricing. A free trial is available on the public site; ongoing usage moves to paid plans, and larger organizations can request custom pricing through sales. Exact per-plan limits are quoted on Airtop's pricing page. 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 | [Base44](https://openaitools.app/tool/base44) | 14,039,232 | +0.5% | Freemium, Paid, Contact for Pricing | Build working apps, websites, and AI agents by describing them | [.md](https://openaitools.app/tool/base44.md) |
| 3 | [Replit](https://openaitools.app/tool/replit) | 10,016,437 | -7.7% | Freemium, Paid | Describe your idea and Replit builds a working app in minutes | [.md](https://openaitools.app/tool/replit.md) |
| 4 | [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) |
| 5 | [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) |
| 6 | [Apify](https://openaitools.app/tool/apify) | 4,147,762 | +3.9% | Freemium, Contact for Pricing | Run thousands of ready-made web scrapers and AI agents from one cloud platform | [.md](https://openaitools.app/tool/apify.md) |
| 7 | [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) |
| 8 | [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) |
| 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 | [ego (lite)](https://openaitools.app/tool/ego-lite) | 384,099 | +97.6% | Free | Free browser that lets AI agents run parallel web automation with your own logins | [.md](https://openaitools.app/tool/ego-lite.md) |

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

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