Walmart Seller Analyzer — Sales, Revenue & Product Research

Walmart Seller Analyzer estimates competitor sales, revenue, profit, and product opportunities from public marketplace signals—no Walmart Seller Center login or cookies required.

Run bulk Walmart seller analysis, inspect individual Walmart products, or rank an entire product niche. Pay only for successfully analyzed products from $5 per 1,000, then export the Walmart research to CSV, JSON, Excel, API, or webhooks.

What you get

• monthly unit, revenue, and profit estimates with low / mid / high ranges;
• seller portfolio summary across collected storefront products;
• product opportunity scores with readable reasons;
• price, old price, savings, seller, storefront, rating, reviews, availability, WFS, badges, sponsored status, and fulfillment location;
• modeled margin and ROI using your COGS, shipping, WFS, advertising, and refund assumptions;
• structured Dataset output downloadable as JSON, CSV, Excel, XML, or RSS and available through the Apify API.

Analysis modes

Seller revenue

Provide one or more public Walmart seller storefront URLs. The Actor collects the visible catalog, analyzes selected product pages, returns product rows, and adds a free seller_summary row.

{
  "mode": "seller",
  "sellerUrls": ["https://www.walmart.com/global/seller/101644973"],
  "maxProductsPerSeller": 25,
  "maxDetailedProducts": 10
}

Product analysis

Provide Walmart product URLs or numeric item IDs.

{
  "mode": "product",
  "productIds": ["16954719851"],
  "costOfGoodsPercent": 30,
  "refundRatePercent": 2
}

Niche opportunity

Search Walmart keywords and rank visible products using the Actor's internal opportunity model.

{
  "mode": "niche",
  "searchQueries": ["air fryer"],
  "maxResultsPerQuery": 40,
  "maxDetailedProducts": 10,
  "postalCode": "95829"
}

Example product fields

{
  "rowType": "product",
  "usItemId": "16954719851",
  "sellerName": "Example seller",
  "price": 99.99,
  "estimatedMonthlyUnitsLow": 40,
  "estimatedMonthlyUnitsMid": 90,
  "estimatedMonthlyUnitsHigh": 210,
  "estimatedMonthlyRevenueMid": 8999.10,
  "estimatedMonthlyProfitMid": 4100.00,
  "opportunityScore": 72,
  "confidence": "medium"
}

Pricing

• Actor start: $0.01 per run.
• Product analyzed: $0.005 on FREE, decreasing by plan to $0.002 on DIAMOND.
• Equivalent starting price: $5 per 1,000 successfully analyzed products.
• Failed and skipped products are free.
• Seller summary rows are free.
• Apify platform and proxy usage is paid separately by the user.

Start with 3–10 products to validate a target and estimate the cost of a larger run.

Accuracy and location

Walmart does not disclose competitors' exact sales. The Actor returns ranges and confidence from an internal multi-signal estimation model. The public output intentionally does not expose model weights, calibration rules, or source-specific calculation details.

Walmart price, offers, stock, and delivery can depend on ZIP code and store. Results include the requested location and the location actually observed on the product page. If they differ, treat the observed location as authoritative for that row.

Profit assumptions

Profit is a scenario, not accounting data. Configure:

• product cost as a percentage of selling price;
• shipping cost per order;
• WFS cost per order;
• advertising percentage;
• refund/return allowance.

Marketplace fees are included as modeled assumptions. Verify Walmart's current official fee schedule before making a sourcing or investment decision.

Responsible use

Use the Actor only with public Walmart pages and in accordance with applicable laws and marketplace terms. The Actor does not access private Seller Center, Walmart Connect, customer, or payment data and does not bypass CAPTCHA challenges.