# Gumloop vs Spion

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

| Metric | [Gumloop](https://openaitools.app/tool/gumloop) | [Spion](https://openaitools.app/tool/spion) |
| :--- | :--- | :--- |
| Website URL | https://www.gumloop.com | https://spion.io |
| Categories | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping | AI Workflow, AI Agent, AI Browsers, AI Productivity Tools |
| Pricing Model | Freemium, Paid, Contact for Pricing | Freemium |
| Monthly Visits | 379,557 | 0 |
| MoM Growth Rate | -21.1% | 0% |
| Primary Market | United States | Global |
| Direct Visits | 125,579 | 0 |
| Review Score | 4.4 | 4.4 |
| 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)

## Spion

Spion attacks a very specific kind of wasted time: the small browser rituals you repeat every week. Copying a metric out of a CRM, pasting it into a spreadsheet, fixing a typo, then posting the update in Slack — six steps, three tabs, eleven minutes, every Monday. Spion is a Chrome extension that records that sequence once, quietly, and then works out what the underlying workflow actually is.

The interesting part is what happens after recording. Rather than replaying your clicks back at you, Spion reads the pattern and rebuilds it as a cleaner workflow with fewer steps, a sensible trigger, and a suggested summary step you probably skipped. It then hands that workflow off to whatever automation stack you already run — n8n, Make, Zapier, Workato, or a Claude prompt — or turns it into an editable PDF guide for colleagues who need to follow the process by hand.

Spion is aimed at teams drowning in recurring operations work: sales pipeline and lead routing, marketing reporting, IT onboarding, finance close and invoicing, HR headcount, legal renewals, customer success health checks. The pricing is freemium and deliberately low-friction — a genuinely free tier, $12 per month for Pro, and $60 per month for a five-seat Team plan. Privacy is handled by keeping recordings local in the browser and sending only captured steps for analysis, with no advertising trackers.

**Pricing & Plans:** Freemium. Free forever includes 5 recordings and 5 exports per month with full AI analysis. Pro is $12/month for 50 recordings and unlimited exports. Team is $60/month for 5 seats and 300 recordings per seat. Annual billing saves 25 percent, and no credit card is required to start.

- **One-click browser recording:** One click starts capturing your actions across tabs, forms and dashboards, with zero configuration and no script to write.
- **AI pattern detection:** Spion scans the recorded steps, identifies the repeating pattern, and rebuilds it as an optimised workflow with a proper trigger rather than replaying every click.
- **One-click export to six targets:** Finished workflows drop into n8n, Make, Zapier, Workato or Claude as importable files, recipes or prompts, so you keep using the tools you already trust.
- **Step-by-step SOP and PDF guides:** Spion also generates an editable, enablement-grade PDF or SOP so colleagues can follow a documented process rather than guess.
- **Repetition tax calculator:** A slider-based calculator estimates the hours a task steals each year, making the case for automating a given ritual concrete.

**Strengths:** Turns undocumented clicking into a structured, runnable automation; Exports to the platforms teams already pay for instead of a locked-in runtime; Genuinely free tier with full AI analysis and every export format; Generates human-readable SOPs and PDFs alongside machine automation

**Limitations:** Browser extension is Chrome-focused rather than cross-browser; Free tier caps you at 5 recordings and 5 exports per month; You still need an existing automation platform (n8n, Make, Zapier, Workato) to run the finished workflow; Recorded workflows can break when a target site changes its interface

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

## Frequently Asked Questions

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

Gumloop has 379,557 monthly visits, while Spion 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%; Spion has 0%.

### 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. Spion: Freemium. Freemium. Free forever includes 5 recordings and 5 exports per month with full AI analysis. Pro is $12/month for 50 recordings and unlimited exports. Team is $60/month for 5 seats and 300 recordings per seat. Annual billing saves 25 percent, and no credit card is required to start.

## 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 | Automate work across thousands of apps — no code required | [.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 | [Tabbit Browser](https://openaitools.app/tool/tabbit-ai) | 670,981 | -30.2% | Freemium | The agentic AI browser that reads your tabs, files, and screenshots as context | [.md](https://openaitools.app/tool/tabbit-ai.md) |
| 6 | [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) |
| 7 | [Eigent AI](https://openaitools.app/tool/eigent-ai) | 575,703 | +1.4% | Freemium, Free Trial, Contact for Pricing | Open-source desktop AI workforce that runs browser, file, and app tasks for you | [.md](https://openaitools.app/tool/eigent-ai.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 | [HARPA AI](https://openaitools.app/tool/harpa-ai) | 537,461 | +99.3% | Freemium | One browser agent that combines every major AI model with web automation | [.md](https://openaitools.app/tool/harpa-ai.md) |
| 10 | [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) |

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

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