Data Engineering

The web is full of the data you need. We collect it, clean it, and hand it over.

Competitor prices, marketplace listings, reviews, market signals. We pull them from thousands of sources, structure the mess, and deliver clean, reliable data your team can build on.

Get a sample data feed→ See how it works
1000s of sources
18,420 rows collected

The data is public. Using it is the hard part.

It lives on thousands of sites, in a dozen formats, changing every day. Pulling it by hand does not scale, and what you get back is messy, duplicated, and stale before you can use it. Data engineering does the collecting and the cleaning for you, so what lands on your desk is ready to work with, every day.

What we collect and clean

If the data exists on the web, we can turn it into a feed you own.

₹

Competitor and marketplace prices

Live prices and stock across Amazon, Flipkart, quick commerce, and your rivals, tracked as they change.

Pricing

Product catalogs and listings

Titles, specs, images, ratings, and availability, pulled into one clean catalog you control.

Catalog

Reviews and market signals

What customers say, where demand is moving, what is trending, turned into numbers you can read.

Signals

Any public web data, at scale

Directories, government portals, news, social. If it is on the web, we can collect it cleanly and on schedule.

At scale

From scattered web to clean feed

A pipeline that runs on schedule, so the data stays fresh on its own.

1

STEP 1

Source

We map every site and feed that holds the data you need, then pull it at the scale you need.

2

STEP 2

Extract

Resilient crawlers pull the right fields from each page, handling logins, layouts, and blocks.

3

STEP 3

Clean

Duplicates removed, formats fixed, values validated. Bad rows are dropped, not passed on.

4

STEP 4

Structure

Clean records are mapped to one consistent schema, so every source speaks the same language.

5
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STEP 5

Deliver

Fresh data lands where you want it: an API, a database, a sheet, or straight into your intelligence.

1000s

Of sites and feeds pulled in parallel, on a schedule you set

Millions

Of rows collected and cleaned every day

99%+

Of fields validated and deduplicated, not raw

Hourly

Refresh available, so your data is never stale

Ready-made data products

Common needs we already solve, live and on tap.

Web scraping at scale

Custom crawlers for any site.

Explore→

Price monitoring

Track every competitor price.

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Quick commerce data API

Blinkit, Zepto, Instamart feeds.

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Marketplace price tracker

Amazon and Flipkart, live.

Explore→

Collecting data is the start. The answers come next.

Clean feeds are only useful when they tell you something. Pipe your data straight into our data intelligence engine for forecasts, leak detection, and plain answers, or pair it with documents you digitize.

See what data intelligence does with it → Digitize paper documents too →

Sources

Clean feed

+22%

Answers

Tell us the data you wish you had.

Name the sources and the fields. We will pull a free sample so you can see the clean, structured feed before you commit to anything.

Get a free sample→

General FAQs

Everything you need to know about the service and how it works. Can’t find an answer? Mail us at info@galific.com

  • Which sites and sources can you collect from? ⌄
    Effectively any public source: marketplaces like Amazon and Flipkart, quick commerce apps, competitor sites, directories, government portals, news, and social. If a person can open it in a browser, we can collect it cleanly and on a schedule.
  • How do you handle sites that block scrapers? ⌄
    We run resilient crawlers with rotating infrastructure, real browser rendering, and retry logic, so layout changes, logins, and basic blocks do not break the feed. If a source changes, we catch it and fix the crawler, so your data keeps flowing.
  • What does cleaning actually include? ⌄
    Removing duplicates, fixing inconsistent formats (dates, currencies, units), standardising names, filling or flagging gaps, and validating every record against rules. Rows that fail are dropped or flagged, not silently passed on.
  • How do I receive the data, and how fresh is it? ⌄
    However suits you: a REST API, a database, a scheduled file, a Google Sheet, or a direct feed into our data intelligence engine. Refresh can be daily, hourly, or close to real time, depending on the source and your need.
  • Is web scraping legal? ⌄
    Collecting publicly available data is widely practised and generally permissible, and we work within each site's terms and applicable law, focusing on public information and respecting limits. We are happy to discuss the specifics of your use case.
  • Is this affordable for a small business? ⌄
    Yes. We price for Indian SMEs and scope the build to what you actually need, so you get reliable data feeds without an enterprise data team or an enterprise bill.

Stop fighting the web for your own data.

We will build the crawlers, clean the mess, and keep the feed fresh. You just use the data.

Get a sample data feed→