Forloop
No-code and Python platform for scraping, cleaning and automating external web data into pipelines, for analysts and developers.
What it does
Forloop is a data-automation platform that lets teams collect data from non-API sources like websites and maps, then clean, join and transform it into model-ready datasets. It pairs a no-code pipeline editor with a Python-first approach and can move prototypes into cloud-orchestrated production. It targets brands and analysts who need outside-market data.
Core features
No-code pipeline editor with cloud orchestration
Web Extractor that turns any site into an API
AI-guided data cleaning, joining and aggregation
Prebuilt integrations to databases, APIs and third-party sources
Competitive intelligence dashboards and analytics
Desktop app for local building (Windows and Mac)
Best for
→Track competitor prices and promotional campaigns
→Monitor product search-rank and visibility changes
→Watch real-estate price movements and investment leads
→Build clean, model-ready datasets from scraped sources
Pricing
Community
$0/mo
Hobby
$29/mo
Pro
$99/mo
Team
$299/mo
Reviews
Big-picture takes: what it's for and whether it delivers. High-engagement YouTube videos — not sponsored.
Tutorials
Step-by-step: exactly how to get things done with it.