# Help every shopper fill their basket — faster, smarter, and more profitably Dynamically adapt product rankings to time-sensitive trends, inventory, and critical grocery KPIs like AOV, LTV, and margin — thanks to Constructor’s AI-native product discovery solutions. ## How We Help ### Individually personalize product rankings according to search intent and KPIs ### Curate 1:1 grocery experiences that boost loyalty, basket size, and profitability Now is the time to move beyond basic search engines that can’t personalize for the complex needs of grocers — from understanding nuanced intent to ranking products against critical KPIs. With Constructor’s suite of AI-native product discovery solutions, you can dynamically optimize product rankings based on real-time shopper behavior, inventory shifts, and fast-moving food trends like “Dubai chocolate” or “Super Bowl snacks.” You can also make restocking for pantry staples fast and familiar. Finally be able to drive higher revenue, protect margins, and deliver curated 1:1 experiences at every touchpoint. ### Deliver revenue-driving grocery experiences that feel personal - Drive brand differentiation, engagement, and loyalty by delivering grocery experiences curated at a 1:1 level — powered by real-time behavioral data and AI-native personalization engines - Boost CLV and shorten time-to-purchase with dynamic recommendations based on individual shopping missions, dietary needs, and purchase history - Make restocking fast and familiar with personalized landing pages that automatically surface frequently repurchased items, powered by Constructor’s [Collections](https://constructor.com/solutions/collections) - Help shoppers complete their grocery goals — from full meal prep to household restocks — with the [AI Shopping Agent](https://constructor.com/solutions/ai-shopping-assistant), your always-on, conversational helper that understands intent and guides product discovery like a real clerk would - Finally capture complex shopper intent to surface the right products at the right time (i.e., when someone searches for “pepper” vs “peppers,” in addition to queries like “butter for baking” or “soy free soy sauce”) ### Break free from the limits, costs, and complexity of subpar search solutions - Speed up development cycles and optimization times by moving away from in-house built solutions - Escape the ceiling of outdated platforms with Constructor, which gives you the AI-driven power to drive revenue, personalization, and better performance without rebuilding from scratch - Improve time to market with Constructor’s out-of-the-box agility, allowing you to quickly launch point search solutions purpose-built to adapt to your business - Refocus your team’s energy on high-impact business strategy by letting Constructor handle the day-to-day complexity of SKU changes, manual merchandising tasks, and 1:1 product rankings at scale ### Unify your grocery experience across every channel - Show shoppers what’s actually available at their local store or fulfillment center, personalize recommendations based on stock, and dynamically adapt promotions to regional preferences via Constructor solutions - Give customers a seamless experience — whether they’re planning a delivery, reserving a pickup, or navigating in-store — powered by personalized discovery, even when [offsite](https://constructor.com/solutions/cross-channel-and-offsite-discovery) - Understand and anticipate shopper intent (i.e. meal prep, pantry restocking, event planning) and personalize product rankings to grow AOV - Unify behavioral data across channels to offer smarter suggestions, repeat purchase reminders, and mission-driven collections, thus rewarding engagement across ecommerce and brick-and-mortar ### Balance the KPIs that matter most via advanced ecommerce AI and machine learning - Drive the outcomes you care about most by setting a primary KPI (i.e., revenue, AOV, conversion) and then letting Constructor’s data science–backed algorithms automatically balance it with secondary KPIs - Help shoppers find more of what they want thanks to Constructor’s 1:1 personalization engine, thus boosting revenue and LTV - Surface high-margin, frequently bought-together, or complementary products at just the right moment — whether during search, browse, or checkout — to lift AOV, all while staying contextually helpful - Avoid over-promoting low-margin items and maximize ROI from every session by intelligently aligning product discovery with profitability targets - Automatically tailor search, browse, and recommendations to reflect what’s actually in stock — showing available items, suggesting the right substitutes, and driving revenue even during fulfillment disruptions ### Make your product data work harder — so your merchandising team doesn’t have to - Use a data-backed, AI-first approach for attribute enrichment, where shopper behavior and search analytics guide which attributes are important to display or filter by - Minimize time-to-market and reduce manual overhead by syncing enriched attributes in real time across seasonal changes, vendor updates, and SKU turnover - Automatically normalize product quantity and volume data (e.g., L, ML, OZ, pack size) to power smarter filters, better search relevance, and more accurate substitutions — thanks to advanced ecommerce AI - Capture revenue from fast-moving trends, like “Dubai chocolate” or “Super Bowl snacks,” even when exact matches don’t exist — thanks to dynamically personalized product results - Deliver enriched, shopper-relevant product data consistently across mobile, desktop, and [other platforms](https://constructor.com/solutions/cross-channel-and-offsite-discovery) without needing separate testing or tagging infrastructure ## Customer Stories ## +A$13M in search revenue. “Constructor allows us to easily load all our product data into their platform so we can personalize what’s shown to each shopper and improve the customer experience, while optimizing for our specific business KPIs. We’re thrilled with the results we’ve seen, which validate this approach and reflect the impact of our digital transformation initiatives.” Utadi Murphy General Manager, Digital & Ecommerce at Target Australia ### Our Suite ## A fully integrated suite of ecommerce search and product discovery solutions ### Search Generate customer-first, AI-powered ecommerce search results that increase critical revenue metrics. ### Browse Provide personalized, optimized shopping experiences for every customer on every category page. ### AI Shopping Agent Educate customers and help them find products with engaging, conversational AI blended with 1:1 personalization. ### AI Product Insights Agent Deliver instant answers to customers' final product questions directly on your Product Detail Pages (PDPs). ### Merchant Intelligence Agent Merchant Intelligence Agent enables teams to get direct, contextual answers to questions about dashboard results, as well as suggestions to improve performance. ### Recommendations Complement the shopping experience with the right recommendations for each customer at exactly the right time. ### Collections Automatically organize products into themed, AI-powered, personalized landing pages to create a shopping experience that sparks joy — and ROI. ### Quizzes Drive more revenue and build stronger relationships based on information your customers want you to know. ### Attribute Enrichment Kick manual work aside and enrich the product and category attributes your customers need to find the products they love. ### B2B Solutions Tackle complex products, large catalogs, and dynamic pricing at the speed of B2B enterprise — all while maximizing your profit margin. ### Retail Media Show the optimal mix of sponsored listings that drive revenue without harming your brand. ### Cross-Channel and Offsite Discovery Provide a connected omnichannel discovery experience across both digital and physical touchpoints.