Grainger Data: 3 MRO Catalogs with UNSPSC, 250K Products from Cromwell
Full MRO catalogs from Grainger, Fastenal and Cromwell for a product content company: UNSPSC, EAN, every attribute and a taxonomy sheet.
FairPrice Scraper for Singapore Grocery Prices and Offers
On FairPrice a deal often lives in a label, not in the price: Buy 2 At, Any 3 At, a spend threshold, a countdown. Our FairPrice scraper turns every label into columns.
Plans from €169 a month · Free project assessment · Reply within 1 business day
CSV · Excel · JSON · XML · FTP · SFTP · Amazon S3 · Google Cloud
fairprice.com.sgwhat you get
Typical fields for online stores
titlepricecurrencyin_stockskuratingreviews
Delivery
API, JSON feed or CSV, XLSX and JSON files
ScheduleOne-time, monthly, weekly, daily or 3 times a day
FairPrice Data Scraper, Run for You
- You send
FairPrice pages, filters, fields and a schedule
- We run the scrapers
Built, monitored and repaired by our team
- You receive the data
API, JSON feed or CSV, XLSX and JSON files
You choose the scope on fairprice.com.sg - whole aisles such as Rice, Noodles & Cooking Ingredients, a list of brands, the Promotions section or a file of product links - and the schedule. We write the extractors, run them and fix them when NTUC FairPrice reworks its pages; anti-bot handling, pacing, proxy rotation and rendering come with the service.
Two choices are settled with you up front. The first is the delivery address: the site asks for an address or postal code, so we fix one per project and record it on each row. The second is how offers are stored: the shelf price, the offer price and every multi-buy or spend label stay separate fields, so nothing is averaged away. Files arrive as CSV, Excel or JSON on a stable schema, by e-mail, over SFTP or into Google Cloud Storage.
FairPrice Price List Fields: Prices, Offers and Labels
A FairPrice product lives at /product/ followed by a slug that ends in the item number, and that number is the key we join runs on. Fields we extract:
- Identityitem number, product URL, product name, pack size as printed (5kg, 12 x 320ml), brand, and the category path from Home down to the leaf, for example Drinks, Beverages, Carbonated Drinks.
- Pricethe current price in SGD, the was-price beside it, the Save amount, the Offer flag with its Ends in countdown, and the Out of stock online flag.
- Offersevery promotion attached to the item with its wording and the Till date it runs to, plus listing labels such as Buy 2 At and Any 3 At and the +1 or +2 marker for further offers.
- Deposititems marked [BCRS] show a separate deposit amount under the beverage container return scheme; we keep the BCRS deposit apart from the price so a basket is not overstated.
- Labels and dietHalal, Healthier Choice, Organic and the other dietary attributes, the Ad marker on sponsored tiles, and campaign tags such as Everyday Low Price.
- Product detailsKEY INFORMATION, COUNTRY/PLACE OF ORIGIN, INGREDIENTS, STORAGE INFORMATION, product type, pack type and the free-text additional information.
- Ratingsthe star average and the number of ratings; newer items read Gathering more reviews instead.
- Sellerfor Marketplace items, the shop named under Sold by and the Delivered by date.
From the pack size we derive a unit price per kilogram, litre or piece, so the five and ten kilogram bags of the same rice compare at a glance, and the country of origin column lets you split an aisle by where the goods come from.
FairPrice Price Tracker and Promotion Coverage
Listing pages are where FairPrice coverage is planned. Each leaf category reports its product count and sorts by Relevancy, Newest, price in either direction, or brand A-Z and Z-A. The filter panel is a dataset of its own: Country/place of origin, dietary attributes from Halal to Lactose-Free, brand, price bands, and a Promotions filter with values such as Everyday Low Price, Carton and Bundle Deals, Double Digit Specials, Weekly Promotions, Flash deals, Mix and match and Price Slash Zone. Walking a category once per promotion value shows which items sit in which mechanic.
A FairPrice price tracker comes from repeating that walk. Offers state their end dates, and those about to lapse count down in hours, so a daily run keyed on item number records when a price drop starts, how long it lasts and which mechanic delivered it. The same history shows whether the price freeze FairPrice Group has run on selected housebrand essentials held at shelf level, and how the housebrand moves against branded rivals in the same aisle.
About NTUC FairPrice Online
- Source
- fairprice.com.sg
- Category
- online stores
- Delivery
- API, JSON feed, CSV, XLSX
- Plans
- From €169 a month
fairprice.com.sg is the online grocery store of NTUC FairPrice, part of FairPrice Group in Singapore. Online is one format among several that the group lists side by side: FairPrice supermarkets, FairPrice Finest with a wider range and added services, FairPrice Xtra hypermarkets that add electronics and family clothing, FairPrice Shop heartland stores, Cheers convenience stores, Unity pharmacies and a membership-only Warehouse Club. The website sells for home delivery, in Singapore dollars.
The catalogue is a grocery tree - Rice, Noodles & Cooking Ingredients, Drinks, Snacks & Confectionery and the rest - split into leaf aisles such as White Rice or Crackers. Items are sold either by FairPrice itself, many of them under its housebrand, or by FairPrice Marketplace sellers, whose listings carry a Sold by line, need more time for delivery and do not accept FairPrice Group E-Vouchers. Shop for Business serves corporate buyers, and the Promotions section and the weekly promotions page gather current deals.
For data work the defining trait is that FairPrice prices through mechanics rather than through the shelf price alone, and that each mechanic expires on a date the page states.
25Developers
500+Customers
1.5BPages extracted
15,000+Hours saved for our clients
FairPrice scraping plans and pricing
Delivery: CSV, JSON or XLSX files, our API or a JSON feed. MCP server on request.
Full plan detailsWhy Scrape FairPrice Promotions and Prices
A FairPrice dataset is a running record of what a Singapore grocery basket costs and how promotions shape it.
- Basket and cost-of-living trackingPrices, pack sizes and derived unit prices for staples such as rice, cooking oil and eggs give a weekly series for household spending.
- Promotion effectivenessOffer mechanics with their end dates show how often a brand is on deal, which mechanic it relies on and how deep the cut goes against the was-price.
- Housebrand versus brandsThe FairPrice housebrand sits beside branded rivals in aisles such as rice; price gaps and rating counts show where shoppers accept the house label.
- Supplier and category managementShare of shelf by brand, origin and dietary label, Halal and Healthier Choice included, tells a supplier where its range is thin.
- Marketplace monitoringSold by shops reveal which third-party sellers carry a brand, at what price and with what delivery promise.
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About ScrapeIt
ScrapeIt runs data collection as a managed service: we build the crawlers, keep them working and hand over each dataset with field documentation. For a supermarket site like FairPrice that means typed fields for offer labels, deposits and pack sizes, and a stamp on every row with the date and the delivery address it was read for. Personal data is handled under GDPR, and a sample comes before any schedule is agreed.
FAQ
Still unsure? Write to info@scrapeit.io
Do you offer an NTUC FairPrice API for grocery prices?
Yes. The ScrapeIt FairPrice API serves item number, product name, pack size, current price, was-price and the active offers with their end dates as JSON from an endpoint we host, refreshed on your schedule. Prefer files? The same data comes as CSV or XLSX, through SFTP or Amazon S3, or loaded straight into your database.
Is it legal to scrape FairPrice?
Yes. Product names, prices, offers, dietary labels, ratings and Marketplace seller names appear on fairprice.com.sg for any visitor, before sign-in. We collect only publicly available data - everything a visitor can see on FairPrice - and we collect it legally.
Can you track FairPrice price drops and offer end dates?
Yes. FairPrice prints when each offer ends - a Till date on many promotions and an Ends in countdown, in hours, once the end is near - so a daily run records the drop, its mechanic and the day it lapsed. Over a few weeks this becomes a price history per item that separates genuine cuts from rotating promotions.
Do you collect FairPrice Marketplace sellers too?
Yes. Marketplace items name the seller under Sold by and give a Delivered by date, and we deliver both with a flag that separates them from items FairPrice sells itself. The flag matters for comparisons, because Marketplace orders take longer to arrive and do not accept FairPrice Group E-Vouchers.
Can you separate FairPrice housebrand items from branded ones?
Yes. Every product page names its brand, and FairPrice's own range reads Brand: Fairprice, so housebrand items get a flag and line up against branded rivals in the same leaf category, such as White Rice. With pack sizes and derived unit prices the comparison works per kilogram or litre.
How it works
- 1
Make a request
You share your needs, expectations, and desired timeframe. We'll suggest the best solution based on your request and budget.
- 2
We configure the crawlers
Our specialists configure the crawlers and extract a sample dataset for your review before proceeding with the full-scale extraction.
- 3
Collect and deliver
Once you approve the sample, we launch the project and start full data collection. We gather, filter, and structure the data for easy use, delivering it on time in your preferred format.
- 4
Maintain and support
Our team manages ongoing processes, monitors website changes, and supports all data extraction cycles. We can also help integrate data into your systems or create dashboards to simplify analysis.
Request a quote
Tell us which sites, which fields and how often. A couple of lines is enough to start.
- We reply within 1 business day
- A sample dataset before the full run
- We sign an NDA on request
- Delivery by API, JSON feed or files