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.
Every Safeway price belongs to a store, and one card can show Your Price, a crossed-out Original Price and a dated Member Price. Our Safeway scraper keeps all three.
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
Safeway pages, filters, fields and a schedule
Built, monitored and repaired by our team
API, JSON feed or CSV, XLSX and JSON files
Name the Safeway stores or ZIP codes you care about and the aisles, brands or searches to follow, and the rest is ours: crawler design, scheduled runs and repairs when the site changes. Anti-bot handling on safeway.com - pacing, proxy rotation, CAPTCHA handling and full page rendering - is part of what we do for you.
Prices on safeway.com follow the selected store, so every run fixes the store first and writes its store ID into each row. Typical schedules are daily for prices and weekly for the ad and member deals, with one-off extracts on demand. The project starts with a free assessment and a sample from your own stores. Plans start from EUR 169 a month, or EUR 199 for a one-time extract.
Safeway product addresses carry a numeric product ID after /shop/product-details, and the category trail runs through /shop/aisles/. The site adds the store number to its addresses as a loc parameter, which is how a page is tied to one location. What our Safeway scraper extracts:
Aisle grids also carry Sponsored placements, labelled on the site; we flag them so a ranking study is not skewed by paid slots.


Member Price is the moving part. It carries an end date - valid for orders through a given day - and the weekly ad turns over on its own schedule, so a tracker has to revisit the same products and stores on a fixed rhythm. Each pass is dated, and together the passes form a Safeway price history in which Your Price, Original Price and Member Price read as three separate lines, with deal weeks standing out.
Safeway is one of the supermarket banners of Albertsons Companies, and safeway.com runs on the online store platform the group shares with banners such as Vons, Albertsons, Jewel-Osco, Shaw's, ACME Markets, Tom Thumb, Randalls and Haggen. Product IDs carry over as well: a Safeway product ID opens the same product on albertsons.com and vons.com. One crawler design therefore serves several chains, and their rows join on the ID.
Shoppers order for delivery or for DriveUp & Go pickup from a chosen store. The store directory on local.safeway.com is organised by state - Alaska, Hawaii, Washington, Oregon, California, Arizona, Colorado, Maryland, Virginia and the District of Columbia among them - and each store has its own page with store and pharmacy hours, departments such as Bakery, Deli and Meat & Seafood, and grocery services such as DriveUp & Go.
Safeway for U is the free loyalty program behind Member Prices, personalized deals, digital coupons and points. The Weekly Ad is published per store, so the ad a shopper sees depends on the store set.
Delivery: CSV, JSON or XLSX files, our API or a JSON feed. MCP server on request.
Full plan detailsThree prices on one card make Safeway a good place to study how a loyalty program shapes what shoppers pay.
Full MRO catalogs from Grainger, Fastenal and Cromwell for a product content company: UNSPSC, EAN, every attribute and a taxonomy sheet.
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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 collects data from websites as a managed service: we design the crawler, keep it running and repair it, and you receive the dataset with field documentation. That model suits supermarket sites where the price depends on the store and on a loyalty tier, and Safeway, with Your Price, Original Price and Member Price on one card, is a typical example. Delivery goes by our API, a JSON feed, SFTP, Amazon S3 or e-mail, as CSV, XLSX, JSON or XML. Personal data is handled under GDPR, and we never build profiles of shoppers.
Still unsure? Write to info@scrapeit.io
Yes. The ScrapeIt Safeway API returns product ID, store ID, Your Price, Original Price, Member Price with its valid-through date and the unit price as JSON from an endpoint we host, updated on your schedule. If files suit you better, the same rows arrive as CSV or XLSX, through a JSON feed or loaded into your database.
Yes. Product cards, aisle pages, ratings, the weekly ad and the store pages are open to anyone who visits safeway.com. We collect only publicly available data - what any visitor can see on Safeway - and we collect it legally.
Yes. You give us ZIP codes or store addresses, we match each one to its Safeway store and read prices with that store set. Every row keeps the store ID and ZIP code, so a price from Seattle and one from Phoenix never merge.
Yes. These banners run on the same Albertsons Companies platform and share product IDs, so the crawler is reused and rows join on the ID. Each banner keeps its own stores and prices, and every row is labelled with the banner it came from.
Member Prices carry an end date, valid for orders through a set day, and the weekly ad turns over every week, so a daily refresh for prices and a weekly one for deals keeps both current. Each pass is dated, which shows when a Member Price started and when it ended.
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.
Safeway data from €169/month. Free project assessment, reply within 1 business day.