Run Ranking Tests
Compare ordering strategies against conversion and revenue outcomes
Marketing
E-commerce & Selling
Analytics & Data
Constructor
Poor retail search buries relevant stock and costs conversions; Constructor uses shopper behavior to improve product discovery. It is especially good at ranking large catalogs around purchases rather than simple keyword matches.
Runs on
Web
Available on
Web
Built for
Enterprise
Developers
Marketing
Overview
What is Constructor?
Search tuned to purchases
Constructor replaces a retailer’s basic site search and category ranking with models trained on catalog, clickstream, and conversion data. It handles autocomplete, typo tolerance, synonyms, personalization, and product ranking while giving merchandisers controls for campaigns and business rules.
What implementation involves
This is not a plug-in you switch on at lunch. Teams must feed clean catalog data, instrument shopper events, and connect results through APIs or supported commerce integrations. Once live, the dashboard lets business users inspect queries, adjust placements, create collections, and measure revenue impact without asking engineering for every change.
Contracts and fit
Pricing is negotiated rather than published and generally suits larger retailers with meaningful traffic and dedicated technical resources. The package can extend beyond search into browse, recommendations, quizzes, and product discovery tools. Smaller stores may find the sales process, integration work, and ongoing tuning heavier than their needs justify.
Capabilities
Key features
Curate Category Pages
Pin, boost, bury, and schedule products without code changes
Behavioral Signal Capture
Use clicks, carts, and purchases to refine relevance
Guide Shoppers
Build quizzes that narrow complicated catalogs through guided questions
Storefront Connections
Serve results through APIs and supported commerce integrations
Keep exploring
Teams also considered
Klevu is built for ecommerce teams whose large catalogs have outgrown their platform’s default search. They choose it for relevant onsite results, practical merchandising controls, and discovery tools that work across established commerce stacks.
Nosto personalizes ecommerce storefronts, giving merchandising teams practical control over recommendations, search, category ordering, and segmented content.
When shoppers cannot put a product into words, Syte uses visual AI to connect images and intent with relevant items across a retailer’s catalog.
Still weighing your options?
Every ranking here is powered by community votes and discussion — no paid placements, ever. Find the tool that actually fits your team.