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Gumloop

Low-Code & Open Protocols

Visual Web Scraping & Data Pipeline Automation

Maintained by Gumloop Inc.

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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

TechnologyPrimary Use Case & Engineering Focus
GumloopVisual web scraping, credit-based cloud pricing, and low-code data pipelines
n8nn8n is open-source/self-hostable and designed for general API integrations; Gumloop focuses on scraper-heavy flows.