Constructor is a product discovery and site search platform for e-commerce. It is officially positioned as "the only site search and product discovery" tool built for e-commerce KPIs, emphasizing that it is not just personalization, but uses a reasoning engine to interpret behavior, context, and intent to deliver high-converting results at every shopping touchpoint.
In terms of main capabilities, the official offering divides its product discovery capabilities into several categories. AI Shopping Agents help shoppers find the products they want to buy using natural language, and generate and answer personalized product questions to help shoppers make purchases with more confidence. Onsite Shopper Experiences provide personalized results for search and category pages, helping shoppers discover products they did not know they needed; unlock paid revenue through relevant sponsored products and ads without sacrificing customer experience; and enable the creation of dynamic, curated product pages. Offsite Shopper Experiences can display customized content in customer inboxes at scale, driving faster decisions with the right product information at the right time; extend the intelligence of the online experience to physical stores; and provide real-time data to facilitate discovery and purchases through answer engines such as ChatGPT. Insights & Automations are used to research, understand, and fix the factors behind every result and ranking; enrich product and category attributes with generative AI to improve discoverability; gain insights, set controls, and run experiments through dashboards and reports; improve visibility in answer engines and see which products sell best.
In terms of agents, the official material states that its agents can help customers discover new products and answer lingering questions, enabling natural interaction within the site. Through reinforcement learning that connects touchpoints, the platform makes every discovery experience more informed about the shopper, thereby creating a single, holistic, personalized experience when searching, browsing, or interacting with agents.
In terms of usage, the official material states that Constructor is API-first, headless, composable, and platform-agnostic, so it can be easily integrated into existing technology stacks, but it does not provide specific installation commands, code examples, or step-by-step usage instructions. The official offering also provides a "Request a Constructor Audit" service, which can analyze search result quality, identify lost revenue opportunities, locate irrelevant results in complex queries, discover UX opportunities in search, autocomplete, and product listing pages (PLP), identify where agents can improve site conversion, find high-friction points where agents can sustain customer momentum, and view business-relevantagent experience case studies in the market, and receive customized recommended steps for adding agent experience to a site.
The applicable scenarios are mainly product discovery and search optimization for e-commerce companies, including on-site search, category page browsing, product recommendations, sponsored products and ads, dynamic product pages, email marketing, in-store guided shopping, and reaching consumers through answer engines. Officially, it was mentioned that Petco achieved a 13% increase in e-commerce conversion rate through Constructor, and that The Very Group used Constructor to build a composable next-generation e-commerce experience, but no further performance data was provided.
In terms of limitations, the official materials do not clearly explain usage restrictions, pricing, billing models, minimum usage, or technical support details; this information is not currently provided.
