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.
Sears Scraper for Product, Price and Seller Data
Much of what sears.com lists is not sold by Sears. Our Sears scraper keeps the Sold by line on every row, so one item from several sellers stays comparable.
Plans from €169 a month · Free project assessment · Reply within 1 business day
CSV · Excel · JSON · XML · FTP · SFTP · Amazon S3 · Google Cloud
sears.comwhat 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
Sears Web Scraper Run as a Managed Service
- You send
Sears 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 name the scope - departments such as Appliances or Tools, brands like Kenmore and Craftsman, search phrases, or a list of item numbers - and we take it from there: we set up the Sears crawlers, keep them running and mend them when pages change. The site draws its listings and product pages in the browser, so rendering, pacing, proxy rotation and CAPTCHA handling come with the service.
Prices and availability on the site are shown for a ZIP code, so the ZIP codes of each run are fixed with you in advance. Start with a free project assessment and a sample. After that the data arrives as CSV, Excel, JSON or XML by e-mail, SFTP, Google Drive or our API, as a one-time extract or on a schedule. Plans start from EUR 169 a month, or EUR 199 for a one-time extract.
Sears Data We Collect from Listings and Product Pages
The listing card on sears.com already answers the main question - who sells it and for how much - and the product page adds the detail. Our Sears data comes from both:
- Identitythe Item# and Model # shown under Specifications, the product id that ends the product address (on some items the Item# with a letter added, on others a different code), title, brand, URL and breadcrumb, for instance Home, Appliances, Refrigerators, Top Freezer Refrigerators.
- Pricethe regular price, struck through, the sale price beside it and the "In Savings" percentage; some items show the regular price as a range.
- Sellerthe "Sold by" line (Sears, Sears Authorized Supplier or the name of a Marketplace seller) and, where the card has one, the separate "Ships from" line.
- Availabilitythe ZIP code the page says it is using for pricing and availability, and the Product Availability status: a delivery or shipping line with its date, or Unavailable on items that stay listed although they cannot be delivered to that ZIP code.
- Ratingsthe star rating and the number of reviews, on the card and on the product page.
- Descriptionthe line of short selling points, the full description, and documents such as the Energy guide and the Owner's manual.
- Specificationsattributes in named groups; a refrigerator has Dimensions, Capacity, Energy, Controls and Certifications & Ratings, with fields like ENERGY STAR Certified.
Specification groups change with the department, so a Kenmore appliance and a Craftsman tool set return different columns. We deliver them either as one wide table per category or as attribute-value rows, each field explained in the documentation.
Sears Price Tracker, Marketplace Sellers and Reviews
A category or search page on sears.com is a dataset in itself. It carries the number of results, six sort orders from Recommended to Top Rated, and filters that double as fields: Category with counts, Brand, Discount bands, Current Offers such as All Items On Sale and Free Shipping, New Arrivals, a price slider, and "Sears & Other Sellers", which names each seller with the number of items it has in that category. Department filters - Color Family, Width or Overall Capacity Range for refrigerators - come on top.
Two things follow. One listing run shows how a category splits between Sears, its authorised suppliers and Marketplace sellers. And because one product is often listed by several sellers, rows can be grouped by brand and model to set the offers side by side.
To track Sears prices we repeat that run on a schedule: regular price, sale price, savings, seller and status per item and date. That is all a Sears price tracker is, and after a few weeks it reads as price history. Product reviews add the star histogram, the share of respondents who would recommend the item and, per review, the rating, headline, text, age, the Verified Buyer mark and helpful votes; the reviewer's name and location are left out by default.
About sears.com: A Department Store Turned Marketplace
- Source
- sears.com
- Category
- online stores
- Delivery
- API, JSON feed, CSV, XLSX
- Plans
- From €169 a month
Sears is one of the oldest names in American retail, and sears.com is its online store. The site is operated by Transform SR Brands LLC, part of Transformco, and presents itself as a shop for appliances, tools, clothing, mattresses and more. Kenmore appliances and Craftsman tools remain the brands most closely tied to it.
What a data buyer needs to know is that the catalogue is a mix. Some items are sold by Sears or by a Sears Authorized Supplier, and a large share come from independent sellers of the Sears Marketplace, each named on the listing. In Refrigerators the seller filter shows more items under Marketplace sellers than under Sears Authorized Supplier, and a search for a Craftsman tool set returns one set from several sellers at different prices.
Navigation is conventional: departments, categories with a numeric id in the address, product pages ending in a product id, and a search whose address contains the query itself. Filters are written into the address too, which lets us reproduce exactly the slice you asked for. Prices are in US dollars for a chosen ZIP code, with Deliver and Pickup options tied to a location. Shop Your Way, the loyalty programme, shows a points balance in the page header; member-only values are outside our scope because we never log in. Kmart and Sears Puerto Rico are separate sites and separate projects.
25Developers
500+Customers
1.5BPages extracted
15,000+Hours saved for our clients
Sears scraping plans and pricing
Delivery: CSV, JSON or XLSX files, our API or a JSON feed. MCP server on request.
Full plan detailsWhy Scrape Sears Prices and Seller Offers
Sears data is used less for the Sears price itself than for what surrounds it.
- Seller mappingThe "Sold by" line and the seller filter show which Marketplace sellers carry a brand, how many items each lists and in which categories - the basis for finding unauthorised resellers.
- Price spreadWhen one Craftsman set is offered by several sellers, regular price, sale price and savings per seller show the real range a shopper sees, and who anchors it.
- Appliance benchmarksKenmore and the national appliance brands are listed with full specifications, so prices can be compared like for like by capacity, width or ENERGY STAR status.
- Availability auditsItems marked Unavailable for a ZIP code stay in the listings; counting them by brand and category shows where the assortment is thinner than it looks.
- Discount depthSavings percentages and the Discount filter bands show how promotion-led a category is.
- Review analysisVerified Buyer reviews with their star ratings go to product and service teams.
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About ScrapeIt
ScrapeIt is a managed web scraping agency. Clients describe the data they need; we build and run the crawlers and hand over the dataset with its field documentation. Marketplace-style retail sites like Sears, where the seller behind an offer matters as much as the price, are a large part of what we do. We stay on pages open to every visitor, treat personal data as GDPR requires, and do not sell dossiers on people. One-off extracts and daily, weekly or on-demand schedules are all available.
FAQ
Still unsure? Write to info@scrapeit.io
Do you provide a Sears API for seller and price data?
Yes. The ScrapeIt Sears API returns the item number, title, regular price, sale price, savings, the Sold by line and availability status as JSON from an endpoint we host, refreshed as often as you schedule it. You can also take the same dataset as CSV or XLSX files, a JSON feed or a direct load into your database.
Is it legal to scrape Sears?
Yes. Listings, prices, seller names, specifications and customer reviews on sears.com can be read by anyone without signing in. We collect only publicly available data - everything a visitor can see on Sears - and we collect it legally. Member accounts, order pages and Shop Your Way balances are never touched.
Can you tell Sears items from Marketplace seller offers?
Yes, it is the first thing we record. Every listing names its seller in a Sold by line, many add a Ships from line, and category pages list all sellers with item counts under the seller filter. We deliver the seller name and a seller-type column, so Sears, Sears Authorized Supplier and Marketplace sellers can be filtered apart.
Do Sears prices depend on the ZIP code?
Product pages state which ZIP code they use for pricing and availability, and listings offer Deliver and Pickup for a set location. We agree the ZIP codes with you before the first run and write the one used into every row. If you need several regions, each is collected as its own pass.
How often should Sears data be refreshed?
It depends on what you watch. Sale prices and savings percentages move with promotions, and Marketplace offers appear, change price and can turn Unavailable at any time, so weekly runs suit assortment work and daily runs suit pricing. Specifications and descriptions change rarely and can be refreshed monthly.
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