⚡ Quick Verdict:
- Pricing: Both have a free plan. Gumloop’s Solo plan is $30. Lutra’s Essential plan is $23/month (billed annually).
- Best for: Gumloop for visual web scraping and SEO workflows. Lutra for data enrichment, research, and email management.
- Key difference: Gumloop uses a drag and drop builder. Lutra lets you describe the job in plain English.
- Our pick: Lutra for most users. It’s easier to start, and its security 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.
Overview
We reviewed the docs, pricing pages, and user reviews for both tools.
Our writers also spent hands-on time with each one.
Those notes appear in the “What Our Team Noticed” sections below.
By the end, you’ll know which workflow tool fits your team.
What is Gumloop?
Gumloop is a no code AI automation platform.
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 CRM updates.
It’s built for marketers, freelancers, and small business owners.
Here’s a quick video walkthrough of the platform.
Gumloop
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 Pricing
Gumloop pricing plans run on a credit based system. Here’s the lineup.
| Plan | Price | Best For |
|---|---|---|
| Free | Free | Testing basic AI nodes |
| Solo | $30 | Freelancers running their own workflow |
| Team | $195 | Marketing teams sharing flows |
| Enterprise | Custom | Large companies needing dedicated infrastructure |
Pricing verified October 2026.
Free trial: The free plan works as an open-ended trial. You get 2,000 credits after onboarding.
Money-back guarantee: We didn’t find a published refund policy. Ask support before you pay.
📌 Note: 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:
- Visual builder: 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.
- Pre built templates: 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 data.
- Security: 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.
What Our Team Noticed
Our writer signed up for Gumloop and built a few scraping flows. Here’s what stood out:
Gumloop Pros & Cons
✅ Pros
- 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
❌ Cons
- Steep learning curve despite the no-code label
- Credit costs are hard to predict
- No live chat, only email and community forums
What is Lutra?
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 Pricing
Here’s the current pricing information for Lutra.
| Plan | Price | Best For |
|---|---|---|
| Free | $0 | Trying a few Playbooks |
| Essential | $23/month (billed annually) | Solo users and small teams |
| Professional | $63/month (billed annually) | Heavy research and enrichment |
| Enterprise | Custom Pricing | Large enterprises needing SSO and audit trails |
Pricing verified October 2026.
Free trial: The free plan lets you test Lutra with monthly credits that refresh.
Money-back guarantee: No refund policy is listed publicly. Check the terms before you commit to a year.
📌 Note: Lutra also uses credits for AI-heavy actions. Web searches and data enrichment cost more than simple steps.
⚠️ Warning: 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.
- Deep integrations: It plugs into Google Workspace, Microsoft, Slack, GitHub, HubSpot, and Airtable.
- Shareable Playbooks: 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.
What Our Team Noticed
Our writer signed up for Lutra AI and ran research and spreadsheet jobs. Here’s what stood out:
Lutra Pros & Cons
✅ Pros
- 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
❌ Cons
- Listed paid prices require annual billing
- Web searches and enrichment eat credits fast
- No visual canvas to inspect each step
Feature Comparison
Both are AI tools for workflow automation. But they solve problems from opposite ends. Here are ten features side by side.
| Feature | Gumloop | Lutra |
|---|---|---|
| Starting Paid Price | $30 (Solo) | $23/month (billed annually) |
| Free Plan | ✅ | ✅ |
| Drag and Drop Interface | ✅ | ❌ |
| Natural Language Builder | ✅ (Gummie) | ✅ |
| Web Scraping | ✅ | ✅ |
| Data Enrichment | ✅ | ✅ |
| Templates / Playbooks | ✅ | ✅ |
| Chrome Extension | ✅ | ❌ |
| SOC 2 Compliance | ✅ | ✅ |
| Best For | 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.
Lutra: 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.
💡 Pro Tip: 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.
Lutra: 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 scraper, an AI node, and a CRM update. It works well for data processing at scale.
Lutra: 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 keyword research, 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.
Lutra: 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.
Lutra: 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.
Lutra: Email management is a headline feature. Lutra can automate emails, draft Gmail replies, and send follow-ups using CRM 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 social media for brand mentions.
Social listening works the same way.
Lutra: Lutra doesn’t list a browser extension. It works inside your existing apps instead.
8. Integrations
Gumloop: Does Gumloop integrate with popular tools? Yes. It links to third-party apps and to internal tools through custom nodes.
Lutra: 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. Security & Compliance
Gumloop: Gumloop is SOC 2 Type 2 and GDPR compliant. That covers most small businesses.
Lutra: 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. Pricing & Cost
| Tier | Gumloop | Lutra |
|---|---|---|
| Free | Free | $0 |
| Entry | Solo: $30 | Essential: $23/month (billed annually) |
| Mid | Team: $195 | Professional: $63/month (billed annually) |
| Top | Enterprise: Custom | Enterprise: Custom Pricing |
Gumloop: The free plan is useful. The jump to Team is big for growing teams. Heavy AI steps burn credits fast.
Lutra: Lutra’s mid tier costs far less than Gumloop’s Team plan. Credits refresh monthly. Enterprise plans get custom credit limits.
Different Scenarios
| If You Need… | Choose | Why |
|---|---|---|
| Tight budget for a team | Lutra | Cheaper mid-tier plan |
| Visual drag and drop control | Gumloop | Every step on one canvas |
| Lead enrichment for sales | Lutra | Built-in finders and LinkedIn lookups |
| SEO and content flows | Gumloop | Keyword and blog templates |
| Strict security needs | Lutra | SOC 2 Type II, SSO, audit trails |
| Beginner-friendly start | Lutra | Just type what you want |
💰 Your Budget
Both free plans let you test real work. For teams, Lutra’s paid tiers cost less than Gumloop’s Team plan.
🔌 Your Tech Stack
Heavy Google Workspace or Microsoft users fit Lutra well. Need scraping inside your browser? Gumloop’s extension helps.
📝 Your Work Style
Visual thinkers like Gumloop’s drag and drop canvas. People who prefer typing tasks will like Lutra.
🎓 Your Experience Level
Total beginners get results faster in Lutra. Gumloop rewards people willing to learn nodes.
🆓 Free Trials and Demos
Run the same task in both free plans. You’ll feel the difference in one afternoon.
🛟 Support Options
Gumloop’s customer support runs through email and community forums. Lutra adds extra support and security features on enterprise plans.
Switching Guide
Already using one of these tools? Here’s what changes if you switch.
🔄 Switching from Gumloop to Lutra?
✅ What you’ll gain:
- Plain-English workflow creation
- Stronger email and enrichment tools
- Enterprise controls like SSO and audit trails
❌ What you’ll lose:
- The visual canvas
- The Chrome extension
- Gumloop’s SEO template library
📋 How to switch:
- 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?
✅ What you’ll gain:
- A visual map of every step
- Browser-based scraping via the extension
- Ready-made SEO and content templates
❌ What you’ll lose:
- Chat-based workflow building
- Built-in number and profile finders
- Lower mid-tier pricing
📋 How to switch:
- 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
What Our Review Didn’t Cover
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.
Final Verdict
| Category | Winner |
|---|---|
| 💰 Pricing | Lutra |
| 👶 Ease of Use | Lutra |
| 🧩 Visual Building | Gumloop |
| 🕸️ Web Scraping | Gumloop |
| 📇 Data Enrichment | Lutra |
| 📝 Templates & SEO | Gumloop |
| 🔌 Integrations | Lutra |
| 🔒 Security | Lutra |
| 🏆 Overall Winner | Lutra |
🏆 WINNER: LUTRA
Lutra wins 5 out of 8 categories.
Best for: 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 wins on: AI nodes ready out of the box, the Gummie assistant, and no hosting to manage.
n8n wins on: Self-hosting, code nodes when you want to write code, and a big open community.
Gumloop vs Zapier
Gumloop wins on: AI driven automation, built-in scraping, and PDF document processing.
Zapier wins on: A far larger app library, simpler trigger-action setups, and a gentler start.
Gumloop wins on: Native AI models in nodes, scraping, and a Chrome extension.
Make wins on: Cheaper entry pricing, routers for branching, and more mature app connectors.
Gumloop vs Lindy
Gumloop wins on: 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 AI assistants and builders:
Lutra wins on: Chat-based setup, research with citations, and built-in data enrichment.
Zapier wins on: 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 wins on: Self-hosted data control, a visual node editor, and free community editions.
Lutra vs 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.
Frequently Asked Questions
How does a Gumloop actually work?
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.
How much does Gumloop cost?
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.
Is Lutra AI safe?
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.
What is the difference between Zapier and Gumloop?
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.
What is Lutra AI used for?
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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