Firecrawl vs Gumloop
Firecrawl and Gumloop are both automation AI tools, tracked here on price, platforms, integrations, and capabilities. Every figure below is read from the vendor's own pages and dated. No score and no winner: the facts do the picking.
Cheapest paid tier each vendor publishes. Free plans are listed above; tiers priced on request are not plotted because there is no figure to plot.
Firecrawl
Open-source context API to search, scrape, and interact with the web
Firecrawl provides an API and CLI that search, scrape, crawl, and interact with websites to produce LLM-ready clean Markdown or structured JSON. It handles JavaScript rendering, document parsing for PDFs and DOCX files, and multi-step browser actions without requiring local browser setups. The service connects directly with AI agent workflows through an official MCP server and native SDKs.
Gumloop
AI agents built for your team
Gumloop is an AI automation platform for building and running specialized AI agents across business workflows. It provides a visual canvas for multi-agent orchestration and connects with tools like Google BigQuery, Slack, and Salesforce. Teams can trigger recurring tasks automatically or run agents on demand directly within messaging apps.
At a glance
Capability tags are factual labels we assign when a tool is added; they describe what a tool does, not how well it does it.
Checked against the vendors. Written from each vendor's own site and last re-checked there: Firecrawl on September 7, 2026 · Gumloop on September 7, 2026. Vendors change pricing and features without notice, so confirm anything that decides your purchase on the vendor's page.
Also in automation
A tool we have an affiliate relationship with. It is not part of the comparison above and we are not calling it the better pick.
- Extracting structured e-commerce product catalogs and directory listings
- Monitoring competitor pricing or stock updates with automated alerts
- Building multi-level deep scraping workflows across subpages
Key features
Firecrawl
- Search endpoint returning full-page Markdown content
- Scrape endpoint with automatic JavaScript rendering and JSON schema extraction
- Interact endpoint supporting browser automation like clicks, scrolls, and form fills
- Document parsing for PDF, DOCX, and other file formats
- Official MCP server and CLI for coding assistants and agents
Gumloop
- Visual canvas for multi-agent workflow orchestration
- Scheduled and event-triggered recurring tasks
- Integration with workplace tools like Slack and Microsoft Teams
- Data analysis and BigQuery funnel chart generation
What each one does well
Firecrawl
- ✓ AI agent live web search and deep research pipelines
- ✓ Converting complex JS-rendered web pages to clean Markdown
- ✓ Automating multi-step browser flows behind logins or forms
Gumloop
- ✓ Automating database queries and funnel analyses
- ✓ Deploying specialized CRM, support, and meeting prep agents
- ✓ Orchestrating multi-agent workflows inside Slack or Teams
People also ask
Which is cheaper, Firecrawl or Gumloop?
Firecrawl. Paid plans start at $19/mo for Firecrawl and $37/mo for Gumloop.
Does Firecrawl or Gumloop have a free plan?
Firecrawl has a free plan, and Gumloop publishes no free plan.
What is the difference between Firecrawl and Gumloop?
Both are tracked for ai-agents, workflow-automation. Of the capabilities they do not share, only Firecrawl is tracked for ai-search, developer-api, documents, and only Gumloop is tracked for app-integration, no-code, task-management.
How much do Firecrawl and Gumloop cost?
Firecrawl: free plan, then $19/mo. Gumloop: from $37/mo.
Answers are generated from the tracked plans and capability tags shown above, so they move when the vendors' pages do.
Full fact sheets, FAQs, and discussion links: Firecrawl · Gumloop · all automation tools