SmartJar
ServicesDigital / IT

Web scraping & data

Turn the web into a clean, usable source of data.

Digital / IT

What we do

We build large-scale data extraction pipelines: automated collection from websites, cleaning, structuring and delivery in the format you need. Whether for monitoring prices, aggregating listings or building a prospecting database, we retrieve information reliably and responsibly, respecting terms of use and personal data.

PythonScrapyPlaywrightBeautifulSoupPandasPostgreSQL
Web scraping & data
Scope

What's included

Multi-site data extraction

Automated scraping pipelines

Price & competitive monitoring

Data cleaning & structuring

Export (CSV, Excel, API, database)

Scheduling & recurring runs

How we work

From brief to handover

Four steps, no surprises — you always know where things stand.

01

Scope

We listen, audit what exists and define the need — on-site, no guesswork.

02

Plan

Architecture, design or technical plans, with a clear estimate you sign off.

03

Build & install

Clean code or clean wiring, delivered in short, visible steps.

04

Support

Commissioning, training and warranty — FR / AR / EN support after handover.

Questions

Good to know

Extracting public data generally is, but it depends on the site, its terms of use and the nature of the data. We work responsibly, avoid sensitive personal data and advise you on the applicable framework.

Sites evolve, and a scraper can break. We design resilient, monitored pipelines and offer maintenance to adapt them quickly when something changes.

Whatever suits you: a CSV or Excel file, a database, or directly an API your tools can query. The data is cleaned and structured, ready to use.

Ready to start?

Tell us about your project — we'll come back with a plan and a free quote.