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.
On Bunnings, stock, collection and sometimes the price depend on the store you pick. Our Bunnings scraper reads them store by store, keyed on the I/N.
Plans from €169 a month · Free project assessment · Reply within 1 business day
CSV · Excel · JSON · XML · FTP · SFTP · Amazon S3 · Google Cloud
API, JSON feed or CSV, XLSX and JSON files
ScheduleOne-time, monthly, weekly, daily or 3 times a day
Bunnings pages, filters, fields and a schedule
Built, monitored and repaired by our team
API, JSON feed or CSV, XLSX and JSON files
You tell us which part of Bunnings you need - a category branch such as timber or paint, a list of I/N numbers, a set of brands, the stores that matter to you - and how often. We build the crawler, run it and repair it when Bunnings changes its pages. Because availability follows the store, every run is pinned to the stores and postcodes you name, so each row says where it was read.
Bunnings answers unfamiliar traffic with a bot check, so pacing, proxy rotation, CAPTCHA handling and page rendering are part of the job, not yours. Field documentation arrives with the first delivery: CSV, Excel or JSON files, a load into your database, or our API. Plans start from EUR 169 a month, or EUR 199 for a one-time extract.
Every Bunnings product carries an I/N, a seven-digit item number shown beneath the title and repeated at the end of the address after _p. Bunnings quotes the same number on its recall notices and brands such as Ryobi quote it in their promotions, which makes it the natural key for a dataset. Fields our Bunnings scraper returns:
Model number deserves a column of its own. For brands that other retailers stock too, such as Makita or DeWALT, the model number is what joins a Bunnings row to the same drill at another merchant. The field documentation explains every column and what it holds when a page leaves it empty.


A product page is one store on one day. The value comes from repeating it across stores and weeks.
Bunnings is a home improvement and garden chain trading as Bunnings Warehouse, with one site for each country: bunnings.com.au for Australia and bunnings.co.nz for New Zealand. The two share a layout and a category tree - Tools, then Power Tools, then Drills, on both - but not prices or currency. The same Ozito cordless screwdriver with a USB charging base keeps its I/N on bunnings.co.nz but carries its own NZD price, so each site is crawled on its own and joined on I/N and model number.
Shopping runs through a chosen store. A visitor selects a store to see Click & Collect and in-store availability and types a postcode or suburb for a delivery estimate. Trade customers have a separate Bunnings Trade site built around PowerPass accounts, whose account pricing sits behind a trade login; the public dataset carries the price any visitor sees.
Bunnings also hosts other retailers. Bunnings Marketplace lists products sold and shipped by Trusted Sellers that are not stocked in stores, each with a link to that seller's own refunds and returns policy. The header advertises the Lowest Price Policy and free delivery for OnePass members, and Flybuys points are offered in-store and online.
Delivery: CSV, JSON or XLSX files, our API or a JSON feed. MCP server on request.
Full plan detailsFor brands and suppliers, Bunnings data is a shelf audit without the store visits: whether a product is listed, at which price, with which badge, and whether Click & Collect is open at the stores that matter. Competing retailers in both countries read the same rows to place their own prices.
Full MRO catalogs from Grainger, Fastenal and Cromwell for a product content company: UNSPSC, EAN, every attribute and a taxonomy sheet.
Every seller shop on bol.com with its trade name, business address, KvK and VAT number, collected once: 72,961 shops in 18 days.
A one-time B2B lead file from Amazon seller profiles: 51,216 sellers with business name and address, 13,366 of them in the US and Canada.
Learn how to use web scraping to solve data problems for your organization
If you sell online, run a marketplace, or advise e-commerce clients, you already know why eBay matters: it’s one of the few places where big retailers compete side by side with thousands of small merchants and private sellers.
E-commerce teams do not just need “some” competitor data anymore. They need a continuous stream of real prices, discounts, stock levels, reviews, and seller behavior from the platforms that actually shape their markets.
Amazon provides valuable information gathered in one place: products, reviews, ratings, exclusive offers, news, etc. So scraping data from Amazon will help solve the problems of the time-consuming process of extracting data from e-commerce.
ScrapeIt is a managed web scraping service: we build, run and repair the crawlers and deliver the dataset, so your team works with rows instead of collection. Store-based retailers like Bunnings are a familiar shape for us - availability tied to a chosen store, a marketplace layered on the retailer's own range, and two country sites that look alike but do not match. A free project assessment comes first, and a sample of Bunnings data can be ordered before you commit.
Still unsure? Write to info@scrapeit.io
Yes. The ScrapeIt Bunnings API serves I/N, title, brand, shelf price, Click & Collect status and star rating as JSON from an endpoint we host, updated on the schedule you choose. If files suit you better, the same rows arrive as CSV or Excel, as a JSON feed or in your own database.
Yes. Product pages, prices, specifications, store availability and ratings on Bunnings are open to any visitor without an account. We collect only publicly available data - everything a visitor can see on Bunnings - and we collect it legally. Personal details such as reviewer names are handled under GDPR and left out by default.
Yes. We fix the stores and postcodes you care about and read the same I/N numbers on every run, daily or weekly. Each row keeps the date, store, price and badges, so the Bunnings price history shows when a Redemption Offer started and when an item left Click & Collect.
Yes. Every product page has a Ratings & Reviews section with an average rating and a review count, and we can take the review text with it. Reviewer names are personal data, so they stay out of the dataset by default.
It can cover either site or both. They share a category tree but carry their own prices in AUD and NZD, so each is crawled separately and marked with a country column. Model numbers line up the same product on both sides of the Tasman.
You share your needs, expectations, and desired timeframe. We'll suggest the best solution based on your request and budget.
Our specialists configure the crawlers and extract a sample dataset for your review before proceeding with the full-scale extraction.
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.
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.
Tell us which sites, which fields and how often. A couple of lines is enough to start.
Bunnings data from €169/month. Free project assessment, reply within 1 business day.