Bardeen vs Gumloop
A side-by-side comparison of Bardeen and Gumloop, two Automation tools, drawn from Ignaite's continuously-verified listings.
Compared from listings verified as of
At a glance
| Attribute | Bardeen | Gumloop |
|---|---|---|
| Category | Automation | Automation |
| Pricing | FREEMIUM | FREEMIUM |
| License | Proprietary | Proprietary |
| Deployment | Cloud | Cloud |
| Platforms (differs) | Browser extension, Web | Web |
| Model support (differs) | — | Multi-model |
| Vendor (differs) | Bardeen | Gumloop |
| Capabilities (differs) |
|
|
The honest brief
Bardeen
Runs automations inside your logged-in browser tabs, reaching sites and CRMs that expose no API — and sets up far faster than Zapier.
- Automates any site you can open in-browser
- Faster setup than Zapier/Make
- Generous free plan with scraping
- Plain-English playbook builder
- Chrome-only; no Firefox/Safari/mobile
- Flaky on JS-heavy / anti-bot sites
- AI actions burn credits; billing surprises
- LinkedIn automation in ToS grey area
Gumloop
AI-native canvas where agents and workflows call each other, plus MCP integrations built from a prompt.
- AI-first node-graph builder
- Agents can call workflows and self-correct
- Build MCP integrations via natural language
- No-code, fast to prototype
- ~100 integrations vs Zapier's thousands
- Ecosystem still maturing
- Less mature error handling than Make
When to pick which
Both cover Web scraping.
Pick Bardeen if you need Browser automation, Lead enrichment, CRM automation, and Outbound prospecting.
- Browser automation (secondary capability)
- Lead enrichment (primary capability)
- CRM automation (secondary capability)
- Outbound prospecting (secondary capability)
Pick Gumloop if you need Workflow orchestration, Multi-agent orchestration, and MCP server.
- Workflow orchestration (primary capability)
- Multi-agent orchestration (secondary capability)
- MCP server (secondary capability)
Bardeen leans on Web scraping as a headline capability; Gumloop treats it as secondary.
- Web scraping (primary capability)
They also differ on:
- Platforms
- Browser extension, Web · Web