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Walmart product data scraping — 1P + Marketplace, fully captured
Walmart isn't just walmart.com first-party — Walmart Marketplace has 150,000+ 3P sellers competing on every listing. We capture both, with seller-level offer comparison, in-store pickup signals and ItemID-level matching.
Walmart listings, both 1P and Marketplace 3P.
Every offer, every seller, every signal that decides who wins the cart.
Pricing & rollbacks
Current price, was-price, rollback flags, "Reduced price" tags, Walmart+ pricing where shown.
Marketplace 3P sellers
Every 3P seller offering the ItemID, their price, stock and fulfilment method.
Buy Box / featured offer
Which seller (1P or 3P) holds the "Pro Seller" / featured offer slot at any given time.
Stock & pickup signals
In-stock status, low-stock indicators, "Free pickup today" availability by ZIP code.
Ratings & reviews
Star rating, review count, sentiment indicators per ItemID.
Category & ranking
Best Seller flags, category position, "Popular pick" and similar Walmart badges.
Listing content
Title, description, bullets, image count, variation tree, specifications.
Brand & private label
Brand attribution including Walmart's private labels (Great Value, Equate, Mainstays, Onn.).
Search rank
SERP position for category & keyword searches on walmart.com.
Walmart is not Amazon — we don't treat it like one.
ItemIDs, Marketplace seller dynamics, in-store pickup — the things that make Walmart data different.
ItemID-level matching, not URL paths
Walmart's ItemID is the durable identifier — we key on it, so the same product across category browse paths matches cleanly.
Marketplace 3P offers, not just 1P
Every 3P seller offering the ItemID is captured — not just the featured offer. Critical for brands selling on Walmart Marketplace.
In-store pickup by ZIP
"Free pickup today" availability captured by ZIP — the omnichannel signal that walmart.com-only scraping misses.
Private label awareness
Great Value, Equate, Mainstays, Onn. correctly tagged as Walmart-owned brands — not lumped in as generic 3P.
What brands and retailers do with Walmart data.
Competitor pricing on Walmart
Daily pricing on competitor ItemIDs, matched to your SKUs across grocery, home, electronics.
3P seller monitoring
Who's reselling your brand on Walmart Marketplace? Track new entrants and pricing behaviour.
MAP enforcement on Marketplace
3P sellers violating MAP on Walmart flagged with seller details for takedown.
Rollback & promotion tracking
Walmart's rollback cycles and "Reduced price" tags tracked across categories.
Private label competitive intel
How does Walmart's Great Value compete with your brand on price, ratings and shelf presence?
Pickup-vs-delivery dynamics
Which SKUs are available for pickup vs delivery-only — omnichannel intelligence.
Cross-channel price parity
Your Walmart price vs Amazon, Target, Kroger price — spot inconsistencies for retail buyers.
Listing content audits
Walmart listing quality vs Amazon listing quality for the same SKU — gap analysis.
Featured offer (Buy Box) tracking
Who holds the featured offer on your priority ItemIDs, over time.
Whatever format your team consumes.
No forced dashboard, no proprietary lock-in. You own the data.
CSV / Excel
Scheduled file drops to email, SFTP, S3 or Azure.
JSON / API
REST API with auth tokens, paginated by SKU or ItemID.
Database / warehouse
Direct push to Snowflake, BigQuery, Redshift or your data lake.
Hosted dashboard
Optional dashboard if you want a no-tech-needed view.
From ItemID list to clean data in 24 hours.
Send the scope
Your ItemID list (or SKU list we map), fields needed, refresh frequency.
Free sample dataset
Within 24 hours, a real sample with 1P + Marketplace offers so you can validate.
Production pipeline
QA'd pipeline with delivery set up in your preferred format. First full run shipped.
Run & iterate
Scheduled refreshes with monitoring and a named delivery lead on your account.
Walmart scraping FAQs
Product listings, pricing, Walmart Marketplace third-party sellers, "sold by" data, in-store pickup availability, stock indicators, ratings, reviews, ItemID-level catalogue data and category rankings across walmart.com.
Yes — both Walmart's first-party listings and Walmart Marketplace 3P seller offers are captured, with seller-level attribution and offer comparison.
In-store pickup availability is captured by ZIP code where Walmart exposes it. True store-by-store pricing requires store-specific session capture and is scoped per project.
Walmart uses ItemIDs (not ASINs), has a smaller 3P seller marketplace, exposes in-store pickup options, and has different Buy Box dynamics ("Sold by Walmart" vs Marketplace). We model these correctly rather than forcing Amazon patterns.
Daily refresh is standard. Hourly available for price-sensitive grocery, electronics and Buy Box-sensitive SKUs.