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.
Most Ace Hardware stores are locally owned, so stock, pickup and delivery change from one store to the next. Our Ace Hardware scraper ties every row to the store it came from.
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
Ace Hardware 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 what to cover - departments, brands, a list of item numbers or a set of stores picked by ZIP code - and how often. We build the crawlers, run them on that schedule and repair them when acehardware.com changes its pages. Product and category pages sit behind bot protection, so pacing, proxy rotation, CAPTCHA handling and page rendering are part of the service, not something you arrange.
Because availability, pickup and delivery depend on the selected store, each run is pinned to the stores you name and every row carries the store number. Files arrive as CSV, Excel or JSON on a fixed schema with field documentation, or through our API. A free project assessment and a sample come first, so you see the columns before the first scheduled run.
Every Ace Hardware product carries two numbers. The Item # is Ace's own SKU and ends the product address, either in the long department path or in the short /p/ form; the Mfr # is the manufacturer part number, printed in the page title next to the product name. Products offered in several sizes or versions sit under a family code that begins with F, and their variations each keep an item number of their own. We key rows on the item number, so one product stays one row from run to run.
Category and search pages return name, price, rating and review count for every tile, so a feed can start from a department, a brand page or a keyword list and open product pages only where you need specifications.


Single product pages are the narrow end. Coverage usually starts wider:
Run on a schedule, the same item numbers become an Ace Hardware price tracker: each pass adds a dated price, the promotion flags and the stock state for every store you follow.
Ace Hardware is a retailer-owned hardware cooperative, founded in 1924, whose stores are mostly owned and run by local operators. acehardware.com is the shared storefront for all of them: one catalog, one set of item numbers, and a store selector that decides what a visitor actually sees. Ace describes it plainly itself - inventory, services and hours vary by location, and the store locator is the source for what a given store carries.
For anyone collecting data, that makes the store part of the key. A product page answers differently depending on the selected store and the delivery address: whether the item is on the shelf there, whether it can be picked up, which delivery speeds the store offers and what it charges for them. Delivery fees are set by each retailer, the Standard Delivery Area varies by store, and not every participating store runs every Instant Savings offer.
The range leans on paint, tools, lawn and garden, grills and seasonal goods. The Paint Studio carries Benjamin Moore, Clark+Kensington, Magnolia Home and Valspar, Ace's own brand sits beside national names, and Ace for Business serves trade buyers. Orders go out by Free Store Pickup, Delivery From Store or Ship to Home, and some items ship directly from the vendor.
Delivery: CSV, JSON or XLSX files, our API or a JSON feed. MCP server on request.
Full plan detailsAce Hardware data is local data, and that is where its value lies. The same item number can be in stock in one town and missing in the next, eligible for delivery from one store and pickup only at another.
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 maintain the crawlers and deliver the dataset, so your team works with files rather than with infrastructure. Retail catalogs where the answer depends on a store or a ZIP code are familiar ground: we fix the store list per project, stamp every row with it, and handle personal data under GDPR, delivering only what a visitor of acehardware.com can see.
Still unsure? Write to info@scrapeit.io
Yes. The ScrapeIt Ace Hardware API returns item number, Mfr #, price, star rating, review count and pickup eligibility for the stores you choose as JSON from an endpoint we host, refreshed on the schedule you set. The same rows also come as CSV or XLSX files, a JSON feed or a load into your database.
Yes. Product names, item numbers, prices, ratings, store hours and pickup options are shown to every visitor of acehardware.com without an account. We collect only publicly available data - everything a visitor can see on Ace Hardware - and we collect it legally, leaving reviewer names and other personal details out by default.
Each scheduled run records the price, the sale and clearance flags and the stock state per item number and store, with a timestamp. Over weeks that becomes a price history for every item you follow, with the store number kept, so a change at one store is not mistaken for a move across the whole chain. Daily runs suit promotions and the Local Ad; weekly runs suit range reviews.
Yes. We set the store for each run from the store numbers or ZIP codes you give us, so stock, pickup and delivery options come back the way that store shows them. Every row carries its store number, so several stores sit in one file and compare side by side.
Star rating and review count for every product, both on the product page and on category tiles, and the written reviews under each product with their own star rating. Reviewer names are personal data, so we leave them out by default. Review counts collected run after run show which items are drawing new reviews.
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.
Ace Hardware data from €169/month. Free project assessment, reply within 1 business day.