# Constructor

> Constructor is an AI-powered product discovery and search platform for enterprise ecommerce. Its clickstream-trained models run search, browse, recommendations, autosuggest, quizzes, and agentic shopping experiences for retailers like Sephora, Petco, Under Armour, Birkenstock, and The Very Group - tying every result back to KPIs like revenue per visitor.

- **Founded:** 2015
- **Headquarters:** San Francisco, California, United States
- **Founders:** Eli Finkelshteyn (Co-Founder & CEO), Dan McCormick (Co-Founder)
- **Team size:** Approximately 200-300 employees (the 1,400 figure in source data appears inflated; LinkedIn and company statements suggest mid-hundreds)
- **Products:** Search, Autosuggest, Browse & Collections, Recommendations, Quizzes
- **Notable:** Won the inaugural Global AI Award in the Retail & Ecommerce category, 82% customer growth in FY26, 322 billion product discovery interactions processed in FY26

## Products & services

- **Search** — AI-powered ecommerce search trained on clickstream data and tuned to revenue-per-visitor, not query relevance.
- **Autosuggest** — Predictive suggestions that surface intent before the shopper finishes typing.
- **Browse & Collections** — Personalized category and landing pages assembled in real time.
- **Recommendations** — Cross-channel recommendation engine spanning PDPs, email, and homepage.
- **Quizzes** — Guided selling experiences that translate preferences into product paths.
- **Attribute Enrichment** — Automated tagging that fills the gaps in messy enterprise catalogs.
- **AI Shopping Agent** — Conversational shopping agent now available in the AWS Marketplace AI Agents and Tools category.
- **Merchant Intelligence Agent (MIA)** — A 2026 release giving merchandisers conversational insight into how shoppers actually discover products.
- **AI Product Insights Agent (PIA)** — GenAI assistant on product detail pages that answers shopper questions in context.

## Achievements

- Won the inaugural Global AI Award in the Retail & Ecommerce category
- 82% customer growth in FY26
- 322 billion product discovery interactions processed in FY26
- 96% gross revenue retention
- EMEA revenue up 116% year-over-year
- Tripled valuation to $550M with 2024 Series B
- Documented case studies showing $35M+ revenue lifts and 21X ROI

## Latest updates

- **2026-03** — Unveiled Merchant Intelligence Agent (MIA) for conversational merchandising.
- **2026-02** — Reported 82% customer growth and 322B shopping interactions in FY26.
- **2025-11** — Launched AI Product Insights Agent (PIA) for product detail pages.
- **2025-07** — AI Shopping Agent listed on AWS Marketplace AI Agents and Tools.
- **2024-06** — Closed $25M Series B led by Sapphire Ventures at $550M valuation.

## Links

- Website: https://constructor.com
- LinkedIn: https://www.linkedin.com/company/constructor-io
- Twitter/X: https://twitter.com/constructor_io
- GitHub: https://github.com/Constructor-io
- YouTube: https://www.youtube.com/@Constructor-io
- Facebook: https://www.facebook.com/constructorio1

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Profile page: https://yespress.io/constructor
Published by YesPress — https://yespress.io
Last updated: 2026-05-29