⚡ 快速结论：
- 定价： Both have a free plan. Gumloop’s Solo plan is $30. Lutra’s Essential plan is $23/month (billed annually).
- 最适合： Gumloop for visual web scraping and SEO workflows. Lutra for data enrichment, research, and 电子邮件管理.
- 主要区别： Gumloop uses a drag and drop builder. Lutra lets you describe the job in plain English.
- 我们的选择： Lutra for most users. It’s easier to start, and its 安全 story is stronger.
Gumloop vs Lutra both use artificial intelligence to automate tasks without code.
But they ask you to work in very different ways.
Gumloop gives you a visual canvas and a box of nodes.
Lutra gives you a chat box and asks what you need.
Pick the wrong style, and you’ll fight the tool every day.
概述
We reviewed the docs, pricing pages, and user reviews for both tools.
我们的撰稿人也亲自体验了每一项功能。
这些笔记出现在下面的“我们的团队注意到”部分中。
By the end, you’ll know which workflow tool fits your team.
Gumloop是什么？
Gumloop is a no code AI 自动化 平台。
You build automated processes on a visual canvas.
Each step is a node, and you link nodes with drag and drop.
It helps you automate workflows like web scraping, data extraction, and 客户关系管理 更新。
It’s built for marketers, freelancers, and small 商业 业主。
Here’s a quick video walkthrough of the platform.
口香糖环
Build AI workflows by dragging nodes onto a canvas. Scrape sites, enrich leads, and push results to Google Sheets. Our full Gumloop review digs into every node.
Gumloop 定价
Gumloop pricing plans run on a credit based system. Here’s the lineup.
| 计划 | 价格 | 最适合 |
|---|---|---|
| 自由的 | 自由的 | Testing basic AI nodes |
| 独奏 | $30 | 自由职业者 running their own workflow |
| 团队 | $195 | Marketing teams sharing flows |
| 企业 | 风俗 | Large companies needing dedicated infrastructure |
Pricing verified October 2026.
免费试用： The free plan works as an open-ended trial. You get 2,000 credits after onboarding.
退款保证： We didn’t find a published refund policy. Ask support before you pay.
📌 笔记： Costs scale with workflow complexity. Advanced AI steps burn more credits. Gumloop also offers a 20% discount code for new users.
⚠️ Price check: Some review sites list Gumloop’s first paid plan at $97 per month. Confirm the current price at checkout.
Key Benefits of Gumloop
Here’s what makes Gumloop worth a look:
- 可视化构建器： You see every step on one visual canvas. Reviews praise the user friendly interface.
- Gumloop AI helper (Gummie): Describe a job in natural language. Gummie scaffolds the flow and troubleshoots errors.
- 预置模板： Ready-made “flows” cover scraping, SEO, and lead work. You tweak them instead of starting from zero.
- Smart AI steps: Nodes can run sentiment analysis and lead scoring. You get real-time insight from your customer 数据.
- 安全： Gumloop is SOC 2 Type 2 and GDPR compliant.
- Personal assistant mode: It can sort emails and summarize notes. Freelancers get help without hiring staff.
Here’s the Gumloop homepage at a glance.
我们的团队注意到了什么
我们的 作家 signed up for Gumloop and built a few scraping flows. Here’s what stood out:
Gumloop Pros & Cons
✅ 优点
- Visual canvas shows every step of a flow
- Gummie AI drafts and fixes workflows for you
- Strong web scraping and data extraction nodes
- SOC 2 Type 2 and GDPR compliant
❌缺点
- Steep learning curve despite the no-code label
- Credit costs are hard to predict
- No live chat, only email and community forums
Lutra是什么？
Lutra AI is an intelligent assistant for work across multiple applications.
You type what you want in natural language.
Lutra then writes and runs actual code to complete tasks.
It links your work apps and existing tools, so you stop switching tabs.
Jiquan Ngiam and Bo Zhi See created it to save people time.
Watch this short overview to see it in action.
🏆 Winner: Lutra
Tell Lutra what you need in plain words. It enriches leads, fills spreadsheets, and drafts replies. No nodes to wire up.
Lutra定价
Here’s the current pricing information for Lutra.
| 计划 | 价格 | 最适合 |
|---|---|---|
| 自由的 | $0 | Trying a few Playbooks |
| 基本的 | 每月 23 美元（按年计费） | 单人用户和小团队 |
| 专业的 | 每月 63 美元（按年计费） | Heavy research and enrichment |
| 企业 | 定制定价 | Large enterprises needing SSO and 审计 小径 |
Pricing verified October 2026.
免费试用： The free plan lets you test Lutra with monthly credits that refresh.
退款保证： No refund policy is listed publicly. Check the terms before you commit to a year.
📌 笔记： Lutra also uses credits for AI-heavy actions. Web searches and data enrichment cost more than simple steps.
⚠️ 警告： Listed paid prices assume annual billing. Make sure the tool fits before you lock in.
Key Benefits of Lutra
Here’s why Lutra earns its spot:
- Conversational AI builder: You chat to create and edit workflows. No canvas, no coding skills needed.
- Consistent results: Lutra runs real code to ensure consistent outcomes. Lutra AI ensures the same input gives the same output.
- 深度整合： It plugs into Google Workspace, Microsoft, Slack, GitHub, HubSpot, and Airtable.
- 可共享的行动指南： Save a workflow and share it across your company. That helps standardize processes.
- Data security: Lutra is SOC 2 Type II certified with end-to-end encryption. It doesn’t keep your data long-term unless asked.
- Runs while you sleep: Schedule workflows to run on their own, even when you’re offline.
And here’s a look at the Lutra homepage.
我们的团队注意到了什么
Our writer signed up for Lutra AI and ran research and spreadsheet jobs. Here’s what stood out:
Lutra Pros & Cons
✅ 优点
- Build workflows by typing plain English
- SOC 2 Type II certified with end-to-end encryption
- Runs actual code, so results stay consistent
- Shareable Playbooks keep team processes the same
❌缺点
- Listed paid prices require annual billing
- Web searches and enrichment eat credits fast
- No visual canvas to inspect each step
功能对比
两者都是 人工智能工具 for workflow automation. But they solve problems from opposite ends. Here are ten features side by side.
| 特征 | 口香糖环 | 卢特拉 |
|---|---|---|
| 起始支付价格 | $30 (Solo) | 每月 23 美元（按年计费） |
| 免费计划 | ✅ | ✅ |
| 拖放界面 | ✅ | ❌ |
| Natural Language Builder | ✅ (Gummie) | ✅ |
| 网络爬虫 | ✅ | ✅ |
| 数据丰富 | ✅ | ✅ |
| Templates / Playbooks | ✅ | ✅ |
| Chrome 扩展程序 | ✅ | ❌ |
| SOC 2 Compliance | ✅ | ✅ |
| 最适合 | Visual builders, SEO, scraping | Research, enrichment, email |
1. Workflow Building & Ease of Use
Gumloop： Gumloop’s UI is a visual builder. You drop nodes on a canvas and connect them. You get full control over complex workflows. Many reviews mention a steep learning curve, though.
卢特拉： Lutra skips the canvas. You describe the job, and it builds the steps. There’s still an initial learning curve to grasp what it can do.
💡 专业提示： If you think in flowcharts, try Gumloop first. If you think in sentences, start with Lutra.
2. Web Scraping & Data Extraction
Gumloop： Scraping is a core strength. It pulls web data from sites and structured data from PDFs. Scraped data flows straight into the next node.
卢特拉： Lutra can process data from many sources and spot what matters. It scrapes listings from Zillow and Redfin. It also pulls PDFs from Google Drive into Sheets.
3. Data Enrichment & Lead Research
Gumloop： Gumloop can enrich leads and personalize outreach. You chain a 刮刀, an AI node, and a CRM update. It works well for data processing at scale.
卢特拉： Data enrichment is where Lutra shines. It finds phone numbers and profiles, and it scrapes LinkedIn contact details. A sales team can enrich a lead list in one prompt.
Lutra also has dedicated finders for numbers and profiles.
Here’s the profile finder at work.
4. Content, SEO & Research Reports
Gumloop： Gumloop is popular for content generation and SEO efforts. Flows can run 关键词研究, pull Google Analytics stats, and draft a blog post. That helps keep content up to date.
Its SEO and marketing flows go a step further.
卢特拉： Lutra turns large piles of web searches into formatted reports with citations. It can research YouTube videos and automate reports. It even builds dashboards with visualizations.
Here’s a cross-platform dashboard Lutra produced.
5. Templates & Playbooks
Gumloop： Gumloop offers a library of pre built flows. Pick one, swap inputs, and run it. The templates are great resources for beginners.
You can browse the full template gallery, too.
卢特拉： Lutra calls saved workflows Playbooks. You can share them across your company. A PubMed RSS report is one ready example.
6. Email Management
Gumloop： Gumloop can sort emails and summarize threads. It can also feed support tickets into Zendesk. Email is one use among many.
卢特拉： Email management is a headline feature. Lutra can automate emails, draft Gmail replies, and send follow-ups using 客户关系管理 data. It tracks outreach at scale.
7. Chrome Extension & Social Listening
Gumloop： The Gumloop chrome extension runs flows on the page you’re viewing. It also listens to 社交媒体 for brand mentions.
Social listening works the same way.
卢特拉： Lutra doesn’t list a browser extension. It works inside your existing apps instead.
8. 集成
Gumloop： Does Gumloop integrate with popular tools? Yes. It links to third-party apps and to internal tools through custom nodes.
卢特拉： Lutra uses deep integrations with Google Workspace, Outlook, Stripe, LinkedIn, and many other apps. It also supports MCP, the Model Context Protocol, for custom integrations.
9. 安全与合规
Gumloop： Gumloop is SOC 2 Type 2 and GDPR compliant. That covers most 小型企业.
卢特拉： Lutra is SOC 2 Type II certified and uses secure authentication on every connection. Its MCP layer adds guardrails, SSO, role-based access, and audit trails. It also blocks the “lethal trifecta” of private data, outside systems, and untrusted content.
10. 定价与成本
| 层级 | 口香糖环 | 卢特拉 |
|---|---|---|
| 自由的 | 自由的 | $0 |
| 入口 | Solo: $30 | Essential: $23/month (billed annually) |
| 中 | Team: $195 | Professional: $63/month (billed annually) |
| 顶部 | 企业：定制 | 企业版：定制定价 |
Gumloop： The free plan is useful. The jump to Team is big for growing teams. Heavy AI steps burn credits fast.
卢特拉： Lutra’s mid tier costs far less than Gumloop’s Team plan. Credits refresh monthly. Enterprise plans get custom credit limits.
不同场景
| 如果您需要…… | 选择 | 为什么 |
|---|---|---|
| Tight budget for a team | 卢特拉 | 价格更低的中档套餐 |
| 可视化拖放控制 | 口香糖环 | Every step on one canvas |
| Lead enrichment for sales | 卢特拉 | Built-in finders and LinkedIn lookups |
| SEO and content flows | 口香糖环 | Keyword and blog templates |
| Strict security needs | 卢特拉 | SOC 2 Type II, SSO, audit trails |
| 适合初学者的入门 | 卢特拉 | Just type what you want |
💰 您的预算
Both free plans let you test real work. For teams, Lutra’s paid tiers cost less than Gumloop’s Team plan.
🔌 您的技术栈
Heavy Google Workspace or Microsoft users fit Lutra well. Need scraping inside your browser? Gumloop’s extension helps.
📝你的工作风格
Visual thinkers like Gumloop’s drag and drop canvas. People who prefer typing tasks will like Lutra.
🎓您的经验水平
Total beginners get results faster in Lutra. Gumloop rewards people willing to learn nodes.
🆓 免费试用和演示
Run the same task in both free plans. You’ll feel the difference in one afternoon.
🛟 支持选项
Gumloop’s customer support runs through email and community forums. Lutra adds extra support and security features on enterprise plans.
切换指南
已经在使用这些工具之一了吗？如果您切换到其他工具，以下是变化之处。
🔄 Switching from Gumloop to Lutra?
✅ 你将获得：
- Plain-English workflow creation
- Stronger email and enrichment tools
- Enterprise controls like SSO and audit trails
❌ 你会失去什么：
- The visual canvas
- The Chrome extension
- Gumloop’s SEO template library
📋 如何切换：
- List each Gumloop flow and its inputs
- Create a free Lutra account and connect your apps
- Describe each flow in chat and save it as a Playbook
🔄 Switching from Lutra to Gumloop?
✅ 你将获得：
- A visual map of every step
- Browser-based scraping via the extension
- Ready-made SEO and content templates
❌ 你会失去什么：
- Chat-based workflow building
- Built-in number and profile finders
- 中低端定价
📋 如何切换：
- Write down what each Playbook does
- Sign up for Gumloop and claim your free credits
- Start from a template or ask Gummie to build each flow
我们的评测没有涵盖的内容
This comparison focused on freelancers and small teams. We didn’t test enterprise SSO setups or long-running scheduled jobs at volume. Credit use depends on your workflows, so your bills may differ. Features reflect the October 2026 versions of both tools.
最终判决
| 类别 | 优胜者 |
|---|---|
| 💰 定价 | 卢特拉 |
| 👶 易用性 | 卢特拉 |
| 🧩 Visual Building | 口香糖环 |
| 🕸️ Web Scraping | 口香糖环 |
| 📇 Data Enrichment | 卢特拉 |
| 📝 Templates & SEO | 口香糖环 |
| 🔌 集成 | 卢特拉 |
| 🔒 安全 | 卢特拉 |
| 🏆 总冠军 | 卢特拉 |
🏆 WINNER: LUTRA
Lutra wins 5 out of 8 categories.
最适合： Lead enrichment, research reports, email follow-ups
Gumloop is a strong pick if you love seeing the whole flow. Its scraping, Chrome extension, and SEO templates are hard to beat. Is Gumloop worth it? Yes, if you’ll put in time to learn it.
Both are AI powered, but Lutra fits more people. It pitches itself as the first productivity agent for your whole workspace. You get easier setup, cheaper team pricing, and tighter security.
More of Gumloop Compared
Here’s how Gumloop stacks up against other automation tools:
Gumloop vs n8n
Gumloop 赢得： AI nodes ready out of the box, the Gummie assistant, and no hosting to manage.
n8n 获胜： Self-hosting, code nodes when you want to write code, and a big open community.
Gumloop vs Zapier
Gumloop 赢得： AI driven automation, built-in scraping, and PDF document processing.
Zapier 在以下方面胜出： A far larger app library, simpler trigger-action setups, and a gentler start.
Gumloop 赢得： Native AI models in nodes, scraping, and a Chrome extension.
赢得比赛： Cheaper entry pricing, routers for branching, and more mature app connectors.
Gumloop vs Lindy
Gumloop 赢得： Visual flow design, scraping depth, and SEO templates.
Lindy wins on: Smarter AI decision-making, agent-style email handling, and complex branching logic.
More of Lutra Compared
Here’s how Lutra compares with other 人工智能助手 and builders:
Lutra wins on: Chat-based setup, research with citations, and built-in data enrichment.
Zapier 在以下方面胜出： Many more connectors, instant event triggers, and a long track of stability.
Lutra wins on: No setup or servers, plain-English Playbooks, and SOC 2 Type II out of the box.
n8n 获胜： Self-hosted data control, a visual node editor, and free community editions.
卢特拉对阵 MindStudio
Lutra wins on: Ready lead finders, Gmail reply drafting, and deep spreadsheet work.
MindStudio wins on: Tools to build AI agents and apps, a wide choice of AI models, and public publishing.
常见问题解答
Gumloop 的工作原理究竟是什么？
You drag nodes onto a canvas and connect them. Each node does one job, like scraping or summarizing. Then you deploy automations to run on demand or on a schedule.
Gumloop 的价格是多少？
There’s a free plan. Paid tiers are Solo at $30 and Team at $195. Enterprise uses custom pricing. Credit use affects your real costs.
Lutra AI安全吗？
Yes. It’s SOC 2 Type II certified and uses end-to-end encryption. It doesn’t keep your data long-term unless you ask it to.
Zapier 和 Gumloop 有什么区别？
Zapier connects apps with simple trigger-action steps. Gumloop focuses on AI workflows, scraping, and document work. Zapier has more integrations, while Gumloop handles smarter tasks.
Lutra AI是用来做什么的？
It handles research, data enrichment, email management, and workflow automation. Teams use it to fill spreadsheets, find leads, draft replies, and reconcile invoices.
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