Self-healing scrapers
Web scrapers that keep extracting when the page structure changes.
Self-healing web scraping data feeds.
Visually orchestrated.
Build and deploy web scrapers, APIs and data workflows. Let Forloop autonomously maintain them.
Build once. Keep running forever. Reliably.
—websites scraped
—broken connectors repaired
Used by engineering and enterprise teams
Capabilities
Web scraping infrastructure.
Data infrastructure for teams who scrape websites and APIs, and need those scrapers maintained when sources change.
Reliable APIs
Turn scraped data into APIs and data feeds other systems can call.
Autonomous workflows
Schedule scraping pipelines and maintain them without rewriting the connector.
How it works
Build, deploy, monitor, heal.
01
Build
Define scrapers, APIs and workflows in a Python-first environment.
02
Deploy
Ship them to the cloud or runtime your team already operates.
03
Monitor
Watch runs, data quality and source changes from one place.
04
Heal
When a source changes, the pipeline adapts and keeps running.
Technology
Python-first scraping infrastructure.
Python-first
Write scrapers and data workflows in Python, with the libraries your team already uses.
Orchestration
Schedule and chain scraping jobs from the source to an API, dataset or warehouse.
Reliability
Monitoring and self-healing maintain extraction when websites and APIs change.
Example
# adapt when the source changes
from forloop import pipeline
job = pipeline.build(
source="https://shop.example/catalog",
schema="product",
)
api = job.deploy()
api.monitor(heal=True)Use cases
Scraping, maintenance, and the data around them.
Web scraping
Collect structured data from websites, files and third-party sources.
Scraper maintenance
Replace brittle scripts with scrapers that recover when a source changes.
Data infrastructure
Give apps and agents scrapers and APIs that stay available as the underlying pages move.
Built on Forloop
Real-world applications
Beyond infrastructure, we build specialized products on top of the same technology.
Digishelf
Digital Shelf Intelligence for FMCG brands.
A ready-to-use application built on Forloop's web scraping infrastructure. Monitor price, promotions, availability and search visibility across retailers.
Open DigishelfCustomers
Engineering and enterprise teams.
We cut 45% of the time needed to deploy our AI model to production. With Forloop we're able to continuously clean and transform our data much faster.
Jaime MiguelCTO, Co-Founder @ AiCareI love this platform because of the flexibility and speed it gave to our team. It allowed us to connect various real estate websites with our system and automate routine processes.
Alan PockCEO, Co-Founder @ InvestownData is changing business models, and without good data, there is no competitive advantage. Forloop is promising to give this opportunity to more players, without the luxury of a huge budget.
Suresh PillaiVP of Data @ BeatBuild with Forloop
Self-healing web scraping data feeds for the apps and AI agents your team ships.
