Scrape Lowes product pages into rows
The Lowes Products Scraper turns product and category pages on lowes.com into rows. Paste a product URL - the platform's own example is lowes.com/pd/625493716 - or a category or search URL, one per line, or upload a CSV, XLSX or TXT file, set a limit per query, and every product comes back as a record with the query it came from, the service that produced it, the name, price and currency, availability, brand, sku, mpn and gtin, a rating and review count, an image, a link and a description. Fifteen columns in the file and sixteen in the JSON, one row per product.
One piece of setup separates this page from most of its siblings. Lowes is one of exactly four retailers on this shared pipeline that the tool names as needing a residential proxy of your own - the others are Grainger, Zalando and Fastenal. The reason given is that such retailers block datacenter addresses or render their products client-side, and the tool does not say which applies to Lowes, so this page does not guess. Either way the practical consequence is the same: configure the proxy before the first run, because on this retailer an empty file is more likely to mean the proxy than the markup.
Two things are worth understanding before you build on the export. Products are read from the JSON-LD a page publishes about itself - the structured data retailers embed so search engines can display a price and a stock status. That is why the columns carry the names they do, and it sets a ceiling: every column after service exists only if the retailer declared that field, so a blank cell means not published rather than run failed. And this page does not print example values, because we have never run it against Lowes. Of the forty-five exports we hold from the shared pipeline behind this service, not one is a Lowes run - forty-four returned a header and no rows, and the single populated one is a different retailer. That export is worth exactly one honest observation, and it is about the tool rather than about Lowes: query and service filled on every row because the scraper writes them itself, and six of the fifteen columns were blank on every row.
On the legal side this is among the lighter exports in our catalogue. Everything collected is shown on a public product page to any visitor, no login or paywall is involved, and no person is named anywhere in the fifteen columns - reviews is a count rather than review text. It is products and prices. Lowes's own terms still govern automated collection from their site, and because the run goes out through a proxy you arrange rather than our shared pool, that is a question you are closer to than usual - read them before you scale, and remember that product descriptions and images are somebody else's copy and photography if you intend to republish them. Start free: your first 500 rows cost nothing and need no credit card, and after that it is $0.002 per row, flat.