# Gumloop vs Microbots AI Platform

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

| Metric | [Gumloop](https://openaitools.app/tool/gumloop) | [Microbots AI Platform](https://openaitools.app/tool/microbots-ai-platform) |
| :--- | :--- | :--- |
| Website URL | https://www.gumloop.com | https://chromewebstore.google.com/detail/microbots-ai-platform/hngdmcionlmppcocllaidicjppchaagb |
| Categories | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping | AI Workflow, Large Language Models (LLMs), No-Code&Low-Code |
| Pricing Model | Freemium, Paid, Contact for Pricing | Freemium |
| Monthly Visits | 379,557 | 0 |
| MoM Growth Rate | -21.1% | — |
| Primary Market | United States | Global |
| Direct Visits | 125,579 | 0 |
| Review Score | 4.4 | 1.9 |
| Saved Count | 0 | 0 |
| Supported Platforms | Website | Browser Extension |

## 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)

## Microbots AI Platform

The extension is built for automation developers and testers who would rather describe a flow than hand-write the selectors and steps. It reads the current page, strips out HTML that is irrelevant to automation, and packages the remainder into a precise prompt for GPT-3.5 or GPT-4. The model then returns a script that typically works out of the box, most often in Puppeteer, although the generated language can be switched to Python Selenium or something else by editing the prefix.

Beyond one-shot generation, the extension includes a "Fix the Code" feature: you can paste new instructions or an error message and ask the model to repair the script. A Code Notepad lets you hold intermediate code or fragments when the flow needs several passes. The project describes itself as an experiment in how automation development might look in the future, with the developer role reduced to reviewing and adjusting AI output rather than writing boilerplate.

Important practical notes: the extension is free of charge, but it does not include an API key. You must create an account on the OpenAI platform, add a billing method and supply your own key. The key is stored in the browser's local storage and used only to send requests to OpenAI servers, and the developer states that no user data is collected. Costs are billed by OpenAI directly — roughly $0.01–$0.10 per query on GPT-3.5 and $0.10–$1 on GPT-4 according to the listing.

**Pricing & Plans:** The extension itself is free; you pay OpenAI directly for API usage, which the developer estimates at roughly $0.01–$0.10 per GPT-3.5 query and $0.10–$1 per GPT-4 query.

- **Prompt from any web page:** The extension trims a page's HTML down to automation-relevant elements and builds a precise prompt automatically.
- **GPT-3.5 and GPT-4 support:** Choose between a fast, inexpensive model and a more capable one depending on task complexity and budget.
- **Multiple output languages:** Generates Puppeteer by default, with Python Selenium or other targets available by editing the prompt prefix.
- **Fix the Code:** Paste an error or new instruction and have the model correct or extend the existing script.
- **Code Notepad:** Store intermediate snippets and notes when a flow needs to be built in several steps.

**Strengths:** Free and open to install, with no subscription from the developer; Accepts a plain-language description of the flow rather than hand-coded selectors; Supports both a cheap model (GPT-3.5) and a stronger one (GPT-4); Includes repair and notepad tools for multi-pass work

**Limitations:** Requires your own paid OpenAI API key to function; Last updated in 2023, and it describes itself as a non-commercial experiment; Small install base and no user ratings, so reliability evidence is limited

[Profile (Markdown)](https://openaitools.app/tool/microbots-ai-platform.md)

## Frequently Asked Questions

### How do Gumloop and Microbots AI Platform compare in monthly traffic?

Gumloop has 379,557 monthly visits, while Microbots AI Platform has 0. 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%; Microbots AI Platform has —.

### 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. Microbots AI Platform: Freemium. The extension itself is free; you pay OpenAI directly for API usage, which the developer estimates at roughly $0.01–$0.10 per GPT-3.5 query and $0.10–$1 per GPT-4 query.

## 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 | Open-source workflow automation built for AI agents and technical teams | [.md](https://openaitools.app/tool/n8n.md) |
| 4 | [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) |
| 5 | [KaneAI](https://openaitools.app/tool/kaneai) | 901,340 | +13.2% | Freemium, Paid, Contact for Pricing | GenAI-native end-to-end QA agent that plans, writes and heals tests in plain language | [.md](https://openaitools.app/tool/kaneai.md) |
| 6 | [Open WebUI](https://openaitools.app/tool/open-webui) | 804,534 | -2.8% | Freemium | Self-hosted AI workspace for local and cloud models | [.md](https://openaitools.app/tool/open-webui.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 | [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) |
| 10 | [Tines](https://openaitools.app/tool/tines) | 273,260 | +24.4% | Freemium, Contact for Pricing | A secure environment where teams build, deploy and govern AI agents, apps and automations | [.md](https://openaitools.app/tool/tines.md) |

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Source: https://openaitools.app/compare/gumloop-vs-microbots-ai-platform

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