RETAIL CONVERT LTD

Constructor, founded in 2015 and headquartered in San Francisco, is an AI-powered search and product discovery platform tailored for enterprise ecommerce companies.

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Constructor provides AI-driven search and product discovery solutions for ecommerce platforms.

Constructor, founded in 2015 and headquartered in San Francisco, is an AI-powered search and product discovery platform tailored for enterprise ecommerce companies. The company has seen significant growth in FY26, with an 82% increase in its customer base and a 96% gross revenue retention rate, indicating strong customer loyalty. Constructor’s platform powered 322 billion product discovery interactions in FY26, a 266% increase from two years prior, showcasing its scalability and adoption.

The company has expanded globally, with EMEA revenues growing 116% year-over-year and headcount increasing by 45% across North America, EMEA, Latin America, and APAC. Constructor’s focus on agentic AI innovations has driven measurable gains for retailers in revenue, relevance, and shopper experience. The company’s financial trajectory is robust, with documented case studies showing results such as a $35 million increase in revenue and ROI exceeding 21X for its clients. Constructor’s ability to integrate AI-driven product discovery into ecommerce platforms positions it as a key player in the evolving retail tech landscape.

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Who buys this

  • Enterprise ecommerce companies
  • Apparel retailers
  • Grocery chains
  • Cosmetics brands
  • B2B manufacturing and distribution firms

Strengths and what to watch

Strengths

  • Scalable AI platform handling 322 billion product discovery interactions annually
  • Strong customer retention with 96% gross revenue retention
  • Global expansion with 116% EMEA revenue growth

Watch for

  • Intense competition in the AI-powered ecommerce solutions space
  • Dependence on AI advancements for maintaining competitive edge
  • Potential challenges in scaling operations across diverse markets

Key Information

Founded
2015
Headquarters
San Francisco

Frequently Asked Questions

What does Constructor's platform do for ecommerce businesses?

Constructor provides AI-powered search and product discovery solutions for enterprise ecommerce companies. Its platform enhances product visibility and relevance, handling 322 billion annual interactions. Clients see measurable gains, with documented cases showing $35M revenue increases and 21X ROI through improved discovery and conversion.

How effective is Constructor's AI for retail product discovery?

Constructor's AI platform powered 322 billion product discovery interactions in FY26, a 266% increase from two years prior. The technology drives tangible results, with 96% gross revenue retention and clients achieving over 21X ROI through enhanced search relevance and conversion optimization.

Which types of retailers use Constructor's search platform?

Constructor serves enterprise ecommerce companies across apparel, grocery, cosmetics, and B2B manufacturing. Its scalable AI solution handles diverse product catalogs, with case studies demonstrating effectiveness for both B2C and B2B environments requiring sophisticated product discovery and search capabilities.

How quickly is Constructor growing globally?

Constructor expanded significantly in FY26, with EMEA revenues growing 116% year-over-year. Headcount increased 45% across North America, EMEA, Latin America, and APAC. The platform's 82% customer base growth reflects strong international adoption of its AI-driven ecommerce solutions.

What results can retailers expect from Constructor's platform?

Documented case studies show Constructor drives substantial impact, including a $35 million revenue increase for one client. Typical outcomes include 21X ROI, improved conversion rates, and enhanced shopper experience through AI-optimized product discovery and search relevance.

What challenges does Constructor face in the ecommerce AI space?

Constructor operates in a competitive AI-powered ecommerce solutions market. Maintaining its edge requires continuous AI advancements while scaling operations across diverse global markets. The company's 96% revenue retention suggests it's effectively addressing these challenges through innovation and execution.

Sources

  1. www.prnewswire.com — Constructor’s FY26 customer growth and platform interactions
  2. www.prnewswire.com — Global expansion and EMEA revenue growth
  3. www.prnewswire.com — Customer retention and financial impact
  4. www.prnewswire.com — AI innovations and product discovery capabilities