Grocery
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
- Help shoppers complete their grocery goals — from full meal prep to household restocks — with the AI Shopping Agent, 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- Escape the ceiling of outdated platforms with Constructor, which gives you the AI-driven power to drive revenue, personalization, and better performance without rebuilding from scratch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 handling 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
- 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 without needing separate testing or tagging infrastructure

+A$13M in search revenue.
A fully integrated suite of ecommerce search and product discovery solutions
Retail Insights from Constructor
While search usage levels differ across retail verticals, the underlying trend remains the same — shoppers who engage with search consistently drive a disproportionate share of revenue. See what drives search success in Department & General Merchandise with this comprehensive analysis of ecommerce search behavior.
Learn everything there is to know about searchandising with Constructor, which involves partnering with our AI-native tech to convert data into actionable decisions that satisfy customers.
Ecommerce personalization is more than just a buzzword. It’s a critical business strategy. At its core, it's about transforming disconnected customer touchpoints into one fluid conversation that spans the entire shopping journey.