Constructor
AI-first product discovery for ecommerce — search, browse, recommendations, and a conversational shopping assistant.
About
Constructor powers product search, browse, recommendations, and quizzes for enterprise retailers, using clickstream behavior to personalize results beyond simple relevance toward what each shopper is actually likely to buy. Its AI Shopping Assistant answers natural-language queries on product pages, and its Retail Media Suite blends sponsored placements into results without wrecking the experience. G2 reviewers rate it 4.5-5.0 out of 5 and report measurable revenue lifts, but it is firmly enterprise-priced with custom quotes typically starting around $100k per year, and the free Value Assessment is a sales-led proof of concept rather than a usable product.
What it can do
- AI product search
- Personalized browse and recommendations
- AI Shopping Assistant (conversational)
- Quizzes and attribute enrichment
- Retail Media Suite (sponsored listings)
- A/B testing and merchandising controls
Setup
Enterprise onboarding via sales; JavaScript beacon plus API integration with your product catalog.
Prerequisites
Ecommerce storefront with a product catalog feed; enough traffic for behavioral AI to learn from.
Use cases
Works with
Trust score — 8/10
Scored 8/10 (verified tier, metrics-v1). Evidence: G2 reviewers rate 4.5-5.0/5 with reported revenue lifts (one mid-market reviewer cited $3M+ incremental revenue in 5 months); Company-reported FY26 results: 82% customer growth, platform powering 322B shopping interactions; case studies claim 47% revenue-per-visitor lift; Enterprise pricing typically $100k+/year with no real free tier limits accessibility for smaller stores.
Sources
Every fact above was checked against these sources. Where a claim comes from the provider and couldn't be independently verified, the text says so.