Gumloop
Gumloop is a visual AI workflow platform enabling developers and operators to build complex pipelines combining web scrapers, LLMs, and APIs.
✓ JS Rendering✓ CAPTCHA BypassResidential Proxies✓ Free Tier
📊 Pros & Cons
✅ Pros
- ▶Native web scraping and browser automation nodes paired directly with top LLMs
- ▶Intuitive visual node-based canvas with support for custom Python script steps
- ▶Built-in caching, concurrency handling, and automated webhook triggers
⚠️ Cons
- ▶Advanced LLM reasoning steps consume platform credits rapidly on large datasets
- ▶Newer platform with an expanding library of native prebuilt integrations
🎯 Best For
Technical operators and builders wanting a flexible visual canvas to chain web scraping, Python scripts, LLM reasoning, and cloud databases.
🐍 Python Code Example
python
import requests
api_key = 'YOUR_GUMLOOP_KEY'
flow_id = 'YOUR_FLOW_ID'
url = f'https://api.gumloop.com/api/v1/start_pipeline'
payload = {'pipeline_id': flow_id, 'inputs': {'url_to_scrape': 'https://news.ycombinator.com'}}
headers = {'Authorization': f'Bearer {api_key}'}
res = requests.post(url, headers=headers, json=payload)
print('Gumloop Run:', res.status_code)🧩 Supported SDKs & Languages
PythonNo-Code (Visual)REST API Integration