⚡ Quick Verdict:
- Pricing: Gumloop has a Free plan, then Solo at $30. Google Opal lists “Contact us for pricing.”
- Best for: Gumloop for web scraping, SEO and data workflows. Opal for quick AI mini apps inside Google.
- Key difference: Gumloop runs automated processes. Opal builds small apps that people open and use.
- Our pick: Gumloop for most users. It connects to more tools and handles heavier jobs.
Gumloop and Google Opal both make big promises about AI without writing code.
After comparing them, they aren’t chasing the same user.
Gumloop is a workflow tool that runs automated processes in the background.
Opal turns a few simple prompts into a small, shareable app.
One is built to work for you. The other is built to show an idea fast.
Overview
This Gumloop vs Google Opal comparison covers features, pricing, ease of use and security.
Both tools build AI workflows, but for very different jobs.
Our writer spent time with Gumloop directly.
Observations on Google Opal come from Google’s documentation and published reviews.
By the end, you’ll know which one fits your real-world work.
What is Gumloop?
Gumloop is a no code AI automation platform.
You connect blocks called nodes on a visual canvas.
Each node does one job, like scraping a page or calling an AI model.
Chained together, they automate tasks you used to do by hand.
It suits marketers, freelancers and small business owners who want to automate workflows.
It also scales from startups to larger companies.
Here’s a quick look at how the platform works.
🏆 Winner: Gumloop
Scrape sites, enrich leads and draft content on autopilot. Start free and build your first flow today.
Gumloop Pricing
Gumloop pricing plans run on a credit based system. Here’s the lineup.
| Plan | Price | Best For |
|---|---|---|
| Free | Free | Testing simple flows |
| Solo | $30 | Freelancers and solo marketers |
| Team | $195 | Small teams sharing workflows |
| Enterprise | Custom | Large firms needing dedicated infrastructure |
Pricing verified October 2026.
Free trial: No trial needed. The free plan gives you 2,000 credits after onboarding.
Money-back guarantee: We didn’t find a published refund policy. Use the free plan first.
📌 Note: Credits scale with workflow complexity. Advanced AI steps burn more credits than simple ones. Gumloop has also offered a 20% discount code for new users.
⚠️ Price check: Some review sites list Gumloop’s first paid tier at $97 per month. Plans change often, so confirm the price at checkout.
Key Benefits of Gumloop
Here’s what makes Gumloop worth a look:
- Drag and drop builder: You map each step on a canvas. No coding skills are needed.
- Gummie AI assistant: Describe a task in natural language. This Gumloop AI helper drafts the flow, fixes errors and suggests logic.
- Web data at scale: It pulls structured data from websites, PDFs and documents. That scraped data can flow into Google Sheets.
- AI decisions inside flows: Add steps like sentiment analysis or lead scoring. Results arrive in real time.
- Security: Gumloop is SOC 2 Type 2 and GDPR compliant. That matters when you handle customer data.
- Personal assistant mode: Freelancers can automate emails and note summaries. It works like a virtual assistant without the payroll.
What Our Team Noticed
Our writer signed up for Gumloop and built a few real flows for content and research. Here’s what stood out:
Gumloop Pros & Cons
✅ Pros
- Visual canvas needs no coding skills
- Gummie AI assistant drafts and fixes workflows
- Strong web scraping and PDF data extraction
- SOC 2 Type 2 and GDPR compliant
❌ Cons
- Credit costs can be hard to predict
- Steep initial learning curve on complex flows
- No live chat, only email and community forums
What is Google Opal?
Google Opal is an experimental no-code app builder from Google Labs.
You describe an app in natural language.
Opal turns that description into a visual workflow you can edit.
This prompt-first style is often called vibe coding.
The result is one of many AI powered mini apps you can share.
Others access it with their own Google accounts.
This walkthrough shows Opal from prompt to finished app.
Google Opal
Turn an idea into a working mini app in minutes. Gemini does the heavy lifting.
Google Opal Pricing
Opal’s pricing is short and simple. There’s one listed option.
| Plan | Price | Best For |
|---|---|---|
| Pricing | Contact us for pricing | Anyone with a Google account testing AI ideas |
Pricing verified October 2026.
Free trial: No formal trial. You sign in with a Google account and start building.
Money-back guarantee: Not listed, since Opal has no public paid checkout.
📌 Note: Every app and its settings are stored in your Google Drive. You don’t pay for separate hosting.
⚠️ Price check: Many sites describe Opal as free during its public beta. Google may add pricing later, so check the Opal site before proceeding.
Key Benefits of Google Opal
Here’s where Opal earns its place:
- Two ways to build: Chat with Opal or edit nodes in the visual editor. Switch between them anytime.
- Google models built in: Opal uses Gemini for text and Imagen for images. You can experiment with any combination of models and tools.
- Workspace links: It connects to Docs, Sheets, Gmail and Drive. Small businesses get quick office automation.
- Instant hosting: Every app gets a share link right away. No servers to set up.
- Live debugging: Run a workflow step by step. Errors show up in real time.
- Internal tools without IT: HR, marketing and sales staff can build their own helpers. That boosts team productivity without a ticket to IT.
What Our Team Noticed
Note: We haven’t had extensive hands-on time with Google Opal yet. The information above is based on Google’s documentation and published reviews.
Google Opal Pros & Cons
✅ Pros
- Easy to start with just a Google account
- Builds apps from plain-English prompts
- Works inside Docs, Sheets, Gmail and Drive
- Instant hosting with shareable links
❌ Cons
- Experimental features may change without notice
- Few connections outside Google’s own apps
- Weak for anything beyond simple prototypes
- No version control or audit logs
Feature Comparison
Both tools sit in the same competitive landscape of no-code AI. But their goals split early. Here’s how they compare across nine features plus pricing.
| Feature | Gumloop | Google Opal |
|---|---|---|
| Starting Price | Free, then Solo at $30 | Contact us for pricing |
| Free Plan | ✅ | ❌ (none listed) |
| Visual Workflow Builder | ✅ | ✅ |
| Natural Language Builder | ✅ (Gummie) | ✅ |
| Web Scraping | ✅ | ❌ |
| Chrome Extension | ✅ | ❌ |
| Google Workspace Links | ✅ | ✅ |
| Instant App Hosting | ❌ | ✅ |
| SOC 2 / GDPR | ✅ | ❌ (not stated) |
| Best For | Running real workflows | Fast AI prototypes |
1. Visual Workflow Builder
Gumloop: Gumloop gives you a drag and drop interface on a wide canvas. You link nodes for inputs, AI steps and outputs. You also get full control over every branch. That depth matters for complex workflows.
Google Opal: Opal’s visual workflow editor uses input, generate and output nodes. You chain prompts, AI model calls and tools. You can begin with a sentence, then modify any step by hand. It’s simpler, with fewer node types. It struggles with complex tasks.
2. Web Scraping & Data Extraction
Gumloop: This is Gumloop’s home turf. It handles web scraping, data extraction and document processing from PDFs. The output lands as structured data you can push anywhere.
Google Opal: Opal can research products and summarize web info through Gemini. But it has no dedicated scraper. Treat it as a research helper, not a data pipeline.
3. AI Content Generation
Gumloop: Gumloop chains AI tools into content flows. One flow can scrape sources, draft copy and save it to a doc. You pick the AI models for each step.
Google Opal: Opal ships a Blog Post Writer app you can remix. It writes from a topic, then adds images with Imagen. It’s a strong showcase of generative AI with little setup.
4. SEO & Marketing
Gumloop: Gumloop has ready flows for keyword research, competitor audits and content briefs. It can pair with Google Analytics data to back up your SEO efforts. A marketing team can run these on a schedule.
Google Opal: Opal’s Video Marketer Remix drafts video concepts and scripts. It’s fun for campaign ideas. It won’t run ongoing SEO tasks for you.
5. Social Media Workflows
Gumloop: Gumloop can watch social channels for brand mentions. It then sorts them with sentiment analysis. That’s social listening on autopilot.
Google Opal: Opal’s Social Media Post Remix rewrites one idea for several platforms. It creates posts, but it doesn’t monitor anything.
6. Data Enrichment & Personalization
Gumloop: Gumloop enriches lead lists with web data and scores each lead. It can then update your CRM. That’s real data processing at scale.
Google Opal: Opal personalizes output for one person at a time. The Fashion Stylist app is a good example. It’s great for consumer-style apps, not bulk records.
7. Templates & Starter Gallery
Gumloop: Gumloop offers pre built templates called flows. You copy one into the visual builder, then shape it into your own workflow. The library covers sales, SEO and ops.
Google Opal: Opal has a gallery of starter templates. Use them as-is or remix them. Book Recs shows how small and playful these can be.
8. Integrations & Chrome Extension
Gumloop: Gumloop integrate options cover popular tools like Slack, Zendesk and Google Sheets. Its Chrome extension runs flows on the page you’re viewing. It fits your existing tools well.
Google Opal: Opal connects deeply with Google services like Docs, Gmail, Drive and YouTube. Outside Google, options are thin. If your company lives in Workspace, that may be enough.
⚠️ Warning: Opal apps are not portable. If Google retires the experiment, your apps stay tied to it. If you continue with Opal, keep copies of key prompts.
9. Ease of Use & Support
Gumloop: Gumloop’s UI is a user friendly interface with clear menus. Still, reviews note a steep learning curve despite the no-code promise. Customer support runs through email and community forums, with great resources but no live chat.
Google Opal: Opal is easier to start than Bubble or Adalo. You type a request and get a functional app. The menus are easy to navigate. Support is limited to Google Labs help pages and feedback forms.
10. Pricing & Cost
| Plan | Gumloop | Google Opal |
|---|---|---|
| Free | Free | ❌ (none listed) |
| Solo | $30 | — |
| Team | $195 | — |
| Enterprise | Custom | — |
| Pricing | — | Contact us for pricing |
Gumloop: You get four clear tiers and a free plan. The catch is credits. Heavy AI steps drain them fast, so frequent users may pay more than expected.
Google Opal: There’s no price list yet. That’s easy on day one. But consumption-based pricing could arrive later and add hidden costs.
Different Scenarios
| If You Need… | Choose | Why |
|---|---|---|
| Zero upfront cost | Google Opal | Google account is all you need |
| Web scraping and data work | Gumloop | Built-in scrapers and PDF extraction |
| A quick AI prototype | Google Opal | Prompt to shareable app in minutes |
| Recurring workflow automation | Gumloop | Flows run on schedules and triggers |
| Compliance for customer data | Gumloop | SOC 2 Type 2 and GDPR |
| Absolute beginner | Google Opal | Smaller learning curve |
💰 Your Budget
Opal costs nothing to try right now. Gumloop’s free plan works too, but serious use needs a paid tier.
🔌 Your Tech Stack
All-in on Google Workspace? Opal feels at home. Mixed apps like Slack, HubSpot and Zendesk favor Gumloop.
📝 Your Use Case
Need repetitive tasks done every day? Gumloop is the worker. Need a proof of concept for a meeting? Opal is the demo.
🎓 Your Experience Level
Beginners will feel productive in Opal within an hour. Gumloop rewards people willing to learn its node logic.
🆓 Free Trials and Demos
Test both on one real-life task before you commit. Watch how many Gumloop credits that task burns.
🛟 Support Options
Gumloop offers email help and an active forum. Opal relies on Google Labs docs and feedback.
Switching Guide
Already using one of these tools? Here’s what to expect if you switch.
🔄 Switching from Gumloop to Google Opal?
✅ What you’ll gain:
- Instant hosting and share links for apps
- Gemini and Imagen with no setup
- No credits to track
❌ What you’ll lose:
- Web scraping and bulk data extraction
- The Chrome extension and wide integrations
- SOC 2 Type 2 and GDPR assurances
📋 How to switch:
- Write down each Gumloop flow’s inputs and outputs
- Sign in to Opal with your Google account
- Describe each flow in plain language and refine the nodes
🔄 Switching from Google Opal to Gumloop?
✅ What you’ll gain:
- Scheduled, background automations
- Connections to apps outside Google
- Custom nodes and deeper branching logic
❌ What you’ll lose:
- Free, no-credit building
- One-click hosted mini apps
- The easy prompt-first start
📋 How to switch:
- Open each Opal app in Drive and note its steps
- Create a free Gumloop account
- Ask Gummie to rebuild the logic, then deploy automations
What Our Review Didn’t Cover
This comparison focused on solo users and small businesses. We didn’t evaluate Gumloop’s Enterprise plan or Opal at company-wide scale. IT teams should watch for shadow IT. No-code apps built by non-experts can also leak data. Both tools change fast. Features may look different by the time you read this. Check each site for up to date details.
Final Verdict
| Category | Winner |
|---|---|
| 💰 Pricing | Google Opal |
| 🚀 Automation Depth | Gumloop |
| 🕷️ Web Data & Extraction | Gumloop |
| ⚡ Prototyping Speed | Google Opal |
| 👶 Ease of Use | Google Opal |
| 🔌 Integrations | Gumloop |
| 🔒 Security & Compliance | Gumloop |
| 📚 Templates | Gumloop |
| 🏆 Overall Winner | Gumloop |
🏆 WINNER: GUMLOOP
Gumloop wins 5 out of 8 categories.
Best for: Web scraping, SEO workflows, lead enrichment
Gumloop brings AI driven automation to everyday business work. It lets you build AI agents that scrape, sort and act on data every day. That’s why it takes the overall win.
Google Opal is a fast sketchpad for AI ideas. Developers can use it to test UX or logic before writing production code. It’s the better pick for quick, playful AI apps. It also shows where Google’s innovation in no-code is headed.
If you want something that keeps working while you sleep, choose Gumloop. If you want to show a concept by lunch, open Opal.
More of Gumloop Compared
Here’s how Gumloop stacks up against other automation tools:
Gumloop vs Zapier
Gumloop wins on: AI steps inside every flow, built-in scraping, PDF extraction
Zapier wins on: Far more app connectors, simpler trigger setup, longer history in production
Gumloop vs n8n
Gumloop wins on: Friendlier for non-coders, Gummie assistant, hosted out of the box
n8n wins on: Self-hosting, custom code nodes, lower cost at high volume
Gumloop wins on: AI-first design, scraping nodes, marketing templates
Make wins on: Detailed routers, huge app catalog, cheaper operation bundles
Gumloop vs Lindy
Gumloop wins on: Visual data pipelines, web scraping, document processing
Lindy wins on: Advanced AI decision-making, inbox and calendar agents, more autonomous behavior
More of Google Opal Compared
Here’s how Google Opal stacks up against other builders:
Google Opal vs Zapier
Google Opal wins on: Builds full apps from a prompt, no cost to start, built-in hosting
Zapier wins on: Thousands of integrations, background triggers, production stability
Google Opal vs MindStudio
Google Opal wins on: Native Workspace links, faster first build, Gemini by default
MindStudio wins on: Many model providers, deployable agents, business-ready controls
Google Opal vs Replit
Google Opal wins on: No need to write code, simpler interface, apps stored in Drive
Replit wins on: Real, exportable code, custom domains, full-stack apps
Google Opal vs Microsoft Power Apps
Google Opal wins on: Gentler start, AI-first building, quick sharing
Power Apps wins on: Governance tools, deep data connectors, large-company deployments
Frequently Asked Questions
How does a Gumloop actually work?
You drag nodes onto a canvas and link them. Each node scrapes, reads, calls an AI model or sends data. Run the chain manually 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. Usage runs on credits.
What is the difference between Zapier and Gumloop?
Zapier connects thousands of apps with simple triggers. Gumloop focuses on AI-driven steps like scraping, summarizing and scoring. Pick Zapier for app breadth and Gumloop for AI depth.
What is Google Opal?
It’s a Google Labs experiment for building AI mini apps without code. You describe an idea, and it builds an editable visual workflow with a share link.
Is Google Opal free?
Google lists “Contact us for pricing.” Many reports describe it as free during the public beta. Check the Opal site before relying on it.
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