Visual no-code automation platform with AI agents connecting 3,000+ apps.
Bardeen vs Pipedream
Features, pricing, strengths and trade-offs — and which one fits your situation.
The verdict
Summary
Bardeen is best for sales and GTM teams automating lead sourcing, scraping and enrichment from the browser, while Pipedream is best for developers who want code-first workflows and API integrations for AI agents. Only Pipedream offers custom code steps. Bardeen has a low learning curve, compared with high for Pipedream. Both Bardeen and Pipedream offer a free plan, so you can try each before paying.
Which should you choose?
Choose Bardeen if…
- You need sales and GTM teams automating lead sourcing, scraping and enrichment from the browser
- You're one of: sdrs and aes, recruiters, revops teams
- You want something quicker to learn
- Scrapes data from sites like LinkedIn directly while you browse
Choose Pipedream if…
- You need developers who want code-first workflows and API integrations for AI agents
- Custom code steps matters to you
- You're one of: software developers, saas teams embedding integrations, builders of ai agents needing tool access
- Full code flexibility inside each step, including npm and PyPI packages
At a glance
| Bardeen | Pipedream | |
|---|---|---|
| Best for | Sales and GTM teams automating lead sourcing, scraping and enrichment from the browser | Developers who want code-first workflows and API integrations for AI agents |
| Free plan | Yes | Yes |
| Starting price | From $10/mo | From $29/mo |
| Learning curve | Low | High |
| Platforms | Web, Chrome extension | Web, API |
| Ideal for | SDRs and AEs, Recruiters, RevOps teams, Founders doing outbound prospecting | Software developers, SaaS teams embedding integrations, Builders of AI agents needing tool access, Technical ops teams |
Feature comparison
| Bardeen | Pipedream | |
|---|---|---|
| Visual workflow builder | Limited | Yes |
| Integrations, approx. | — | 3,000+ |
| AI agents | Yes | Yes |
| Self-hosting | No | No |
| Custom code steps | No | Yes |
| Webhooks | — | Yes |
| Human approval steps | — | Limited |
| Billed per | Credit | Credit |
IncludedLimited / higher plansNot available— Not confirmed
Security & enterprise
| Bardeen | Pipedream | |
|---|---|---|
| Business / enterprise plan | Yes | Yes |
| SSO (SAML / OIDC) | — | Business plan |
| SCIM user provisioning | — | — |
| SOC 2 | Type II | Type II |
| ISO 27001 | — | — |
| HIPAA (BAA available) | — | Enterprise plan (BAA) |
| GDPR DPA | — | — |
| Data residency options | — | — |
| No training on your data | — | — |
| Audit logs | — | — |
| Admin controls | — | Yes |
| Deployment | Cloud | Cloud |
From each vendor's security documentation. "—" = not confirmed. What to ask vendors · Compare all tools
What each tool does
Bardeen
Bardeen is a GTM automation tool that runs largely as a Chrome extension, letting users scrape pages, enrich leads, qualify them with AI and push results to sheets or CRMs. Automations can be described in plain English or assembled from pre-built playbooks. Actions and enrichment rows consume credits, while imports, CSV exports and utilities are free.
Key features- Chrome sidebar for automating actions across open tabs
- AI web scraper for lists and profile pages
- Lead enrichment and email validation
- AI lead qualification
- Plain-English automation builder and playbook library
- Exports to Google Sheets, Airtable, Notion and CRMs
Pipedream
Pipedream is a developer-oriented integration platform that combines a workflow builder with code steps in Node.js, Python, Go and Bash, plus pre-built actions for thousands of APIs. It also offers Connect, which lets developers embed its integrations and managed auth into their own AI agents and products. Workday agreed to acquire Pipedream in November 2025.
Key features- Workflow builder mixing pre-built actions and code
- Code steps in Node.js, Python, Go and Bash
- 3,000+ app connectors with managed OAuth
- HTTP/webhook, schedule and email triggers
- Connect for embedding integrations and tools in AI agents
- Suspend and resume workflows for approvals
Pricing
Bardeen
Free plan (100 credits/mo); Basic $10/mo
Pipedream
Free plan (10K invocations/mo); Advanced $29/mo; Business $99/mo
Prices last checked September 2026. Plans change often — confirm on each vendor's site.
Pros and cons
Bardeen
Strengths- Scrapes data from sites like LinkedIn directly while you browse
- Quick to set up for common sales and recruiting tasks
- Large library of ready-made GTM playbooks
- Free monthly credit allowance on every plan
- Credit costs add up quickly for high-volume scraping and enrichment
- Browser-based automations depend on the extension and page layouts
- Narrow focus on GTM tasks rather than general back-office automation
- No self-hosting option
Not ideal for: Teams that need server-side, event-driven automations across many business apps should use Zapier, Make or n8n instead.
Pipedream
Strengths- Full code flexibility inside each step, including npm and PyPI packages
- Managed authentication for thousands of APIs
- Free tier available for testing
- Well suited to building integrations into your own product
- Not beginner-friendly for non-developers
- No self-hosted edition
- Long-term product direction may shift following the Workday acquisition
- Approval steps require code rather than a dedicated no-code step
Not ideal for: Non-technical users who want a pure no-code builder should choose Zapier or Make instead.
Integrations
Bardeen
Pipedream
FAQ
What is the main difference between Bardeen and Pipedream?
Bardeen is built for sales and GTM teams automating lead sourcing, scraping and enrichment from the browser; Pipedream is built for developers who want code-first workflows and API integrations for AI agents. Key differences: Pipedream offers custom code steps.
Is Bardeen or Pipedream cheaper?
Bardeen starts from $10/mo and Pipedream starts from $29/mo (as of September 2026). On entry price, Bardeen is cheaper — but compare what each plan includes, since limits differ. Always confirm current pricing on each vendor's site.
Do Bardeen and Pipedream have free plans?
Both Bardeen and Pipedream offer a free plan, so you can try each before paying.
Which is easier to use, Bardeen or Pipedream?
Bardeen is generally quicker to learn (Bardeen: low, Pipedream: high learning curve).
What are good alternatives to Bardeen and Pipedream?
Other automation tools worth comparing include Make, n8n and Gumloop.
