Instacart Scraping

Yes. Instacart aggregates product catalogs from multiple retailers in each geographic area, and we extract pricing for the same SKU across every available retailer. This enables direct cross-retailer price comparison at the product level, revealing which retailers apply higher markups and which offer more competitive pricing on the platform.

Instacart product availability varies by ZIP code because different retailers serve different areas. We extract data across configurable ZIP code sets, capturing which retailers are available in each area and which products they offer. This location-aware extraction ensures you get accurate, geographically relevant data rather than a generic national catalog.

Yes. We capture both the Instacart price and the in-store shelf price where available, calculating the markup percentage applied by each retailer on the platform. This markup data varies significantly by retailer and category, with some banners matching in-store prices while others apply markups of 15-25% for the convenience of delivery.

Yes. We capture all active digital coupons, manufacturer offers, buy-one-get-one deals, and retailer-specific promotions displayed on Instacart. Each coupon record includes the discount value, qualifying products, minimum purchase requirements, and expiration date. This data is essential for brands tracking their promotional execution across the digital grocery channel.

Yes. We track delivery window availability, including same-day, next-day, and scheduled delivery slots across retailers and locations. Delivery slot patterns reveal peak demand periods and fulfillment capacity constraints, which are valuable signals for understanding consumer ordering behavior and logistics planning in the grocery delivery market.

Instacart product data changes continuously as prices, promotions, and stock levels update throughout the day. Our standard extraction runs daily across all configured ZIP codes and retailers. For time-sensitive use cases like promotional tracking or stock monitoring, we offer intraday refresh intervals as frequent as every 4 hours.

Instacart provides multi-retailer comparison data across 1,400+ banners, making it ideal for cross-retailer price benchmarking and assortment analysis. Amazon Fresh, by contrast, offers a single-retailer view with deeper private-label data through Amazon brands. We extract both using consistent schemas, allowing you to compare grocery pricing and availability across the two largest digital grocery platforms in North America.

Yes. We capture nutritional facts panels, ingredient lists, allergen warnings, dietary certifications (organic, non-GMO, gluten-free), and serving size information where available on product listings. This structured nutritional data is particularly valuable for health and wellness brands, dietary app developers, and CPG companies tracking clean-label trends.

Instacart was founded in 2012 in San Francisco by Apoorva Mehta, a former Amazon engineer. The platform grew rapidly by partnering with existing grocery retailers rather than building its own inventory, a capital-light marketplace model. Instacart experienced massive growth during the COVID-19 pandemic and went public via IPO in September 2023, solidifying its position as the dominant third-party grocery delivery platform in North America.

Instacart partners with over 1,400 retail banners including major chains like Kroger, Costco, Albertsons, Publix, Aldi, Sprouts, and Wegmans. The platform also includes specialty retailers, pet stores, convenience stores, and pharmacy chains. Retailer availability varies by geographic area, which is why our location-aware extraction captures the specific retailers available in each ZIP code.

Yes. We identify and tag private-label and store-brand products separately from national brands across all Instacart retailers. This includes Kroger brand products, Kirkland Signature from Costco, Great Value if available through Walmart-connected services, and other retailer own-brands. Tracking private-label penetration by category reveals retailer brand strategy and competitive dynamics in the grocery sector.

Instacart Express is a paid membership program that eliminates delivery fees and reduces service fees on orders over a minimum threshold. We capture Express-eligible pricing tiers, delivery fee waivers, and minimum order requirements. Understanding Express pricing dynamics is important because Express members tend to order more frequently and have higher lifetime value, influencing how retailers price products on the platform.

We capture suggested substitution data displayed on Instacart when a product is out of stock. This substitution mapping reveals which products retailers consider interchangeable and provides insight into how stock-outs redirect consumer demand. For brands, understanding substitution patterns helps quantify the revenue impact of out-of-stock events and identify which competitors capture redirected purchases.

Yes. We identify and tag sponsored product listings, featured placements, and Instacart Ads banner positions in search results and category pages. This advertising data reveals which brands are investing in paid visibility on the platform and how sponsored placements affect organic product positioning. For CPG brands managing Instacart ad spend, this competitive ad intelligence helps optimize campaign strategy.