Gumloop
Low-Code & Open ProtocolsVisual Web Scraping & Data Pipeline Automation
Maintained by Gumloop Inc.
Core Architecture
Gumloop runs on a cloud-based visual flow engine. Nodes represent distinct computational actions (e.g. HTTP requests, web scraping selectors, LLM prompts, spreadsheet edits) and Edges represent data payloads. It abstracts agentic tool calling into visual, drag-and-drop steps.
How to Use & Configuration
code_example.yamljson
{
"flow_name": "Scrape and Summarize",
"nodes": [
{ "id": "scrape_url", "type": "WebScraperNode", "inputs": { "url": "https://news.ycombinator.com" } },
{ "id": "summarize", "type": "LLMNode", "inputs": { "model": "gemini-2.0-flash", "prompt": "Summarize this data: {scrape_url.output}" } }
]
}Technology Payment Plans
Free TierFree
1,000 run credits per month, visual pipeline editor, and standard web scrapers.
Pro Plan$49 / month
10,000 run credits per month, concurrent runs, priority execution, and advanced captcha solving.
EnterpriseCustom
Unlimited credits, dedicated runners, custom API integrations, and SLA guarantees.
Key Advantages
- •Extremely fast setup for web scraping and data processing flows without coding
- •Built-in proxies and captchas solving handles web blocks automatically
- •Excellent visual debugging and logs tracking for each node execution
Comparison Analysis
| Technology | Primary Use Case & Engineering Focus |
|---|---|
| Gumloop | Visual web scraping, credit-based cloud pricing, and low-code data pipelines |
| n8n | n8n is open-source/self-hostable and designed for general API integrations; Gumloop focuses on scraper-heavy flows. |