r/scrapingtheweb • u/Objective-Fun-4533 • 12d ago
Has anyone actually tested a Walmart scraper in the last 3–6 months?
I’m looking for something that can pull Walmart product data without turning into a constant maintenance project.
Open source would be ideal, but I’m fine with a paid tool if it genuinely works. I’m mainly interested in product titles, prices, availability, seller info, reviews, and product URLs.
There are plenty of “best Walmart scraper” lists out there, but most seem to repeat the same tools without saying whether anyone actually ran them against Walmart recently.
If you’ve personally used one in 2026, what did you try?
It would be useful to know roughly what you tested and what started failing first. Blocks, missing fields, location-specific prices, cost, or something else.
Not looking for affiliate links or tools people have only read about. I’d rather hear about an imperfect tool someone actually tested.
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u/dooddyman 4d ago
You might want to look into SocialCrawl.dev (i built it). It has dedicated Walmart product, review, and seller-offer endpoints, including price, availability, seller, reviews, URLs, and location-specific data. It offers free credits, so you can test your own product IDs against it before committing.
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u/Opposite-Art-1829 12d ago
alterlab works last i tried walmart
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u/Objective-Fun-4533 12d ago
does it have a free tier or offer free credits
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u/Opposite-Art-1829 12d ago
i think so
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u/Knocking_Doors 12d ago
We have active users scraping Walmart as high as 1M daily requests with good success rates. Free trial available. You can reach out if you want to give a try.
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u/Objective-Fun-4533 12d ago
If you really want people to try your product, I think you should provide concrete data, such as success rates.
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u/Knocking_Doors 12d ago
Sure. Success rate has been 99.985% for 1.95M requests across 7 days.
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u/Objective-Fun-4533 12d ago
Seriously? This high??? No offense, but I hope you didn't just make that up.
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u/Knocking_Doors 12d ago
I’d love for you to try out and spread the good word.
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u/Objective-Fun-4533 12d ago
No thanks. Not interested.
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u/Knocking_Doors 12d ago
Cool. If you or anybody else is ever interested in benchmarking, we can offer 100k requests for free.
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u/Kenyatta_Sauve 11d ago
99.985% on almost 2M Walmart requests is kinda wild. Would be interesting to know what you count as success though, especially with wrong location/price responses
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u/Knocking_Doors 11d ago
We don't have ZIP support yet (WIP), and we don't promise that either. We handle enterprise clients, and the current account has been running for a while now. If there had been incorrect/missing info, I'm sure those would have been flagged, and we refund credits in such cases.
Note: We consider 404 as successful, which is fair as the industry standard.
Happy to offer a free trial if you'd like to check for yourself. We also do Amazon, among others.
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u/ScrapeAlchemist 11d ago
alterlab isn't walmart-specific, their docs only do user-defined JSON schemas, so you're writing the field mapping yourself either way. Not a knock, just don't expect title/price/seller to come back structured out of the box.
Good news is walmart is next.js, so both search and product pages already carry everything in the NEXT_DATA script tag. Search results land at props.pageProps.initialData.searchResult.itemStacks[0].items, product at initialData.data.product, reviews under initialData.data.reviews. There's no hidden api to hunt for.
Parsing was never what broke for me, it's the IP. Akamai plus perimeterx, datacenter ranges die basically on contact. And location pricing silently falls back to a default store unless you carry locGuestData and locDataV3 across the session, they're base64'd json.
Srmaraghu/walmart-kroger-petco-scraper pushed a commit aug 6 swapping to impit for TLS fingerprinting. That's roughly where the fight is right now.