Instacart intelligence: The Earned Experience Behind The Aisle

Artificial intelligence is reshaping grocery retail faster than most businesses can track. Grocery is an industry where technology earns its place gradually; the barcode took 20 years to become universal, and self-checkout is still evolving after 30 years. But AI is different. Consumers are using AI agents to find inspiration, plan meals and build shopping lists based on their specific needs. Retailers are under pressure to curate AI-powered consumer experiences at scale, keep digital and physical shelves stocked and extract meaningful insights from data that was previously too complex to act on quickly.

The luxury of gradual adoption now belongs to a bygone era. Mainstream adoption of AI technologies, like generative AI and AI-powered agents, is moving at an exponentially faster pace. For grocery businesses navigating all of this, the central question isn't whether AI matters, or even how quickly they need to move — it's where to start.

Enter Instacart intelligence — the AI layer that can bring together Instacart’s extensive understanding of how grocery data, workflows and consumers operate, with foundation models, vision, physical and agentic AI technology to deliver unmatched outcomes for the complex grocery industry.

Instacart has amassed deep industry context over time, through more than 14+ years of earned experience in grocery. Supporting more than 1.6 billion aggregated lifetime orders, 2,200+ retail banners, and 26 million annual customers (in 2025), Instacart has developed the expertise to understand how people actually shop: how they search, what they substitute, and how they interact with what's on the shelf. That understanding of the industry at scale allows Instacart to create solutions that are purpose-built for grocery.

Instacart intelligence can combine digital engagement patterns with physical AI: data processed at the edge by Caper Carts – our AI-powered smart carts – including real-time shelf and basket conditions. It's the only AI layer in grocery designed to work on both a retailer’s digital and physical aisles.

When a retailer puts solutions powered by Instacart intelligence to work on their own data, they’re tapping into Instacart’s unmatched grocery experience with modern AI technology to unlock contextual sophistication that delivers unique, actionable insights about their customers and their business.

Solving real problems for retailers today

When solutions are powered by Instacart intelligence, retailers know that modern AI and deep grocery understanding are central to how the technology operates. The purpose-built Instacart AI infrastructure underneath is designed to help grocery solve its biggest challenges across the entire operation.

For e-commerce, retailers can embed Cart Assistant directly into their consumer platform. A customer can ask, "What should I make for a weeknight dinner for four that uses chicken?" and get a full recipe, a shoppable ingredient list, and a personalized cart in seconds — with recommendations that match what's actually in stock at their local store. Or they can ask, "What's a good on-the-go snack for my 4-year-old kid?" and receive a list of products that can easily be added to their digital cart. Cart Assistant understands the grocery shopping journey, from inspiration to checkout.

For the decisions that power retailers' day-to-day operations, agentic analytics gives retail teams a natural-language interface to explore their own data. Instead of waiting days for a report, a merchant can ask, "Why is dairy profitability down this quarter?" or “What emerging products are seeing a sales uptick in our Richmond District location in San Francisco?” and get a context-aware answer in moments — surfacing insights into root cause, not just the metric. No SQL and no ticket queue required.

For the physical store, in-store intelligence delivers real-time visibility into inventory and shelf conditions. When a top-selling item goes out of stock midday, the system detects it by leveraging continuous inventory tracking and heat mapping, helping retailers improve accuracy, reduce friction and keep products in stock. What used to require a manual store walk-through becomes an automated operational audit.

A foundation that gets stronger over time

Instacart intelligence powers differentiated solutions purpose-built for grocery, unlocking a unified intelligence layer that connects digital and physical experiences and learns with scale.

For retailers assessing where AI fits into their strategy, Instacart intelligence offers a new and different approach — a unified AI layer that supercharges solutions by combining grocery expertise with modern AI capabilities designed to act as a foundational innovation engine for the next era of retail.

Learn more at https://company.instacart.com/enterprise-platform/ai-solutions* Note: Retailer solutions are retailer-specific and do not use cross-retailer pricing data.