Ecommerce personalized search driven by AI and real-time shopper behavioral data

Constructor's personalized search solution uses the latest in AI technologies paired with full, verified clickstream data to understand shopper intent and tailor results to each person. Adapting product recommendations to what each shopper is likely to buy streamlines the discovery process, increases customer satisfaction, and drives higher conversions.

Constructor pairs each customer with a dedicated team and begins with a low-risk, data-driven Proof Schedule. Most retailers integrate in weeks, not months. We handle ingesting your product data, setting up event tracking, and tuning configurations so Search performs optimally from day one.

Constructor is built specifically for enterprise ecommerce. This includes retailers, brands, and distributors with large or complex catalogs across a variety of verticals (fashion & apparel, furniture & home goods, general merchandise, electronics, grocers, B2B, and more). Whether you offer thousands or millions of SKUs, multiple variants, or detailed technical attributes, Search scales with your needs.

Traditional search engines return only relevant search results because they rely heavily on keyword matching, which often fails when shoppers use vague terms, unconventional phrasing, or misspellings. Constructor goes beyond keywords, using advanced machine learning and real shopper behavior to understand intent and optimize for ecommerce outcomes. This means customers receive 1:1 product suggestions that are attractive to them in a specific context, while businesses simultaneously boost revenue, profit, and conversion — not just provide relevance.

Yes. While AI handles the heavy lifting, merchandisers can override, boost, pin, or shape results when needed. You stay fully in control of brand priorities, compliance rules, and strategic initiatives.

Absolutely. Constructor supports international catalogs, localized behavior, and language-specific nuances. Search automatically adapts to regional trends without requiring manual rule creation. One example is our work with home24, a furniture & home living company that has Constructor Search live in seven European countries.

Constructor interprets context and intent behind every query. Instead of forcing shoppers to guess the “right” keyword, Search surfaces the most helpful results — even for generic or incomplete phrases like “office,” “summer outfit,” or “tools" — based on factors including their past user behavior and collective clickstream data that picks up on current trends and historically best-performing products.

Yes, Constructor integrates with multiple ecommerce platforms to instantly sync your product catalog and deliver on-site and off-site personalization that scales to boost conversions and revenue.