🛒 Instacart Grocery Scraper: Prices, Deals & Stock (US + Canada)

Store-level grocery prices from Instacart for any US ZIP code or Canadian postal code. Costco, Walmart, Safeway, Kroger, Aldi, Publix, Whole Foods, CVS, Loblaws, No Frills, Real Canadian Superstore, T&T, Sobeys, Metro, Shoppers Drug Mart, LCBO: if a store is on Instacart where you are, this actor can price it.

Enter a location, pick stores, and choose search terms, whole departments, or just the list of stores. You get clean rows with the current price, regular price, discount, promotion text, unit price, stock level, ratings, images and product links.

No login, no browser, no cookies to paste.

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✨ What makes it different

🇨🇦 🇺🇸 Canada and the US in one actor	instacart.ca and instacart.com. Postal codes and ZIP codes are routed automatically, so one run can compare Toronto, Vancouver and Chicago.
📍 Prices for your exact location	Instacart prices differ by store and by area. Every row carries the postal / ZIP code and the store location it was priced at.
🗂️ Whole-store crawls	Catalog mode walks every department and aisle of a store, not just the first page of a search. Thousands of products per store.
🏷️ Deal detail	Sale price and regular price, % off, "$6 off; limit 5", "Spend $30, save $6", member prices where shown.
🏪 Store directory	Every store Instacart serves at a location, with store type, delivery / pickup and 7-day opening hours.
📊 Search rank	Search mode records each product's position and flags sponsored placements.

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🎯 Use cases

• Price monitoring: track the same basket at Costco, Walmart and Kroger every week.
• Competitive pricing for CPG brands: see your product and competitors' shelf prices and promotions store by store.
• Deal hunting and flyers: pull only on-sale items with their discount and promo text.
• Retail and market research: assortment by department, private-label share (isStoreBrand), ratings.
• Canadian grocery price comparison: Loblaws banners, Costco, Walmart, T&T, Sobeys and Metro side by side.
• Store coverage maps: which retailers deliver where, and their hours.
• Search position tracking: where your products rank for a keyword, and who is paying for placement.

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⚙️ Input

Field	What it does
Locations	Canadian postal codes (M5V 3L9, or just M5V), US ZIP codes (60614), latitude,longitude, or City, ST (Seattle, WA). Postal / ZIP codes are the most precise.
What to scrape	search (products for your search terms), catalog (departments / aisles / whole store) or stores (the store list).
Search terms	e.g. milk, paper towels, kirkland coffee.
Stores	Names, Instacart slugs or store links, e.g. Costco, Walmart, Safeway, Loblaws, T&T. Empty = every store at the location.
Departments or aisles	Catalog mode: e.g. Dairy & Eggs, Snacks, cheese. Empty = whole store.
Max results	Cap for the whole run.
Max products per search term per store	Default 200. Instacart returns up to about 300 matches per term. With a filter on, the actor keeps reading down the results until this many matching products are saved.
Max products per store	Catalog mode cap per store.
Max stores per location	When no stores are named.
Delivery or pickup prices	Some stores price these differently.
Filters	Only on sale, only in stock, skip sponsored.
Include opening hours	Stores mode: next 7 days of hours.
Proxy	Residential is recommended and is matched to each location's country automatically.

Example: compare milk at three chains in Toronto

{
  "locations": ["M5V 3L9"],
  "mode": "search",
  "searchTerms": ["milk", "eggs"],
  "retailers": ["Loblaws", "Costco", "Walmart"],
  "maxItemsPerSearch": 100
}

Example: every dairy product at a Chicago Mariano's

{
  "locations": ["60614"],
  "mode": "catalog",
  "retailers": ["Mariano's"],
  "categories": ["Dairy & Eggs"]
}

Example: which stores deliver in Vancouver, with hours

{
  "locations": ["V6B 1A1"],
  "mode": "stores",
  "includeStoreHours": true
}

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📤 Output

One row per product per store. A sale item at Costco (Chicago):

{
  "dataType": "product",
  "name": "NESCAFE Taster's Choice Instant Coffee, House Blend, Light-Medium Roast, 14 oz",
  "brand": "nescafé",
  "size": "each",
  "price": 19.89,
  "priceString": "$19.89",
  "regularPrice": 25.89,
  "isOnSale": true,
  "discountPercent": 23,
  "unitPrice": null,
  "promotion": "$6 off; limit 5",
  "promotions": ["$6 off; limit 5"],
  "inStock": true,
  "stockLevel": "highlyInStock",
  "stockLabel": "Many in stock",
  "isStoreBrand": false,
  "rating": 4.5,
  "ratingCount": 413,
  "imageUrl": "https://d2lnr5mha7bycj.cloudfront.net/product-image/file/large_efdf313a-2c3e-4c03-9d79-f28390c5f4fe.jpg",
  "productUrl": "https://www.instacart.com/store/products/19032111-nescaf-house-blend-instant-coffee-14-0-oz",
  "productId": "19032111",
  "store": "Costco",
  "retailerSlug": "costco",
  "serviceType": "delivery",
  "searchTerm": "coffee",
  "position": 16,
  "isSponsored": false,
  "location": "60614",
  "postalCode": "60614",
  "country": "US",
  "currency": "USD",
  "scrapedAt": "2026-09-24T05:00:21.583Z"
}

Also on product rows: unitPrice (e.g. $1.86/100g), pricingUnit, isEstimatedPrice and soldBy for items sold by weight, loyaltyPrice, category, dietary badges (Organic, Gluten-free…), nutrition highlights, tags, maxPerOrder, department and aisle (catalog mode), and store / location ids.

Store rows (dataType: "store") carry the store name, slug, type (e.g. Club/Warehouse Store), what it sells, delivery / pickup, logo, storefront link and, on request, opening hours.

The dataset has three ready-made views: Products, Deals and Stores. Export as JSON, CSV, Excel or via the API.

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❓ FAQ

How many products can I get? Search mode returns up to about 300 matches per term per store. For more, use Catalog mode: it walks every aisle, and each aisle can list up to 1,000 products, so large supermarkets yield many thousands of products.

Are the prices the in-store prices? They are the prices Instacart shows for that store and location. Many retailers use the same prices online and in store; some add a markup on Instacart. Pickup prices can differ from delivery prices, so pick the one you need.

Why do I get different prices for different postal codes? Chains price by region and by store. That is exactly what the location input is for: every row is tied to the postal / ZIP code and store location it came from.

My store name did not match. Run the same location in stores mode to see every store name and slug available there, then use one of those.

Which proxy should I use? Residential (the default) gives the most reliable results. Datacenter proxies also work: addresses that get refused are skipped automatically and the run moves to residential if needed.

Can I schedule it? Yes. Save your input as a task and schedule it daily or weekly for price tracking; connect the dataset to Google Sheets, a webhook or your database.

Does it need an Instacart account? No.

Is it legal to scrape Instacart? This Actor only collects publicly available data: product listings, prices, promotions, stock levels and store details that anyone can see on Instacart's website without an account. Collecting publicly available data is generally legal, but you're responsible for how you use it. You must follow privacy laws such as GDPR, PIPEDA and CCPA, as well as Instacart's terms. If you're unsure, check with a lawyer. More on this: Is web scraping legal?

Does it access any private data? No. Everything comes from pages Instacart shows to any visitor without logging in. It never uses a login, never touches private or restricted accounts, and never reaches password-protected areas.