Constructor
AI product discovery with search, recommendations, and quizzes.
About
Constructor is an AI product discovery platform combining semantic site search, personalized recommendations, and guided-selling quizzes. Public case studies include Bonobos, Serena & Lily, and Princess Auto, with the company reporting double-digit conversion lifts, figures that come from the vendor rather than independent measurement. It is positioned for mid-market and enterprise retailers rather than small Shopify stores.
What it can do
- AI-powered site search
- Personalized recommendations
- Guided-selling quizzes
- Clickstream analytics
- Merchandising rules
Setup
- Contact Constructor for a demo
- Connect your catalog and behavioral data feeds
- Configure search relevance and recommendation pods
- Add quizzes or guided-selling flows where needed
- Launch and monitor performance in the analytics dashboard
Prerequisites
A mid-size or enterprise catalog; engineering resources for integration.
Use cases
Works with
Trust score — 7/10
Scored 7/10 (metrics tier, metrics-v1). Evidence: Case studies from vendor blog only; Conversion lifts are vendor-reported; Enterprise positioning limits small-store fit. License: Proprietary SaaS..
How the trust score is built
Full methodology →- Adoption · stars/downloads, log-scaled vs peers
- 7.0/10
- Maintenance · recency, releases, issue load
- 7.0/10
- Openness · license + docs
- 4.0/10
- Manual review · sanity read + red-flag check
- 6.0/10
- · Case studies from vendor blog only
- · Conversion lifts are vendor-reported
- · Enterprise positioning limits small-store fit
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.