What is Constructor?
Finding the right product quickly and easily is essential for online shoppers, yet many ecommerce search experiences fall short, costing businesses valuable revenue. Constructor is an AI-powered search and product discovery platform specifically engineered for enterprise ecommerce brands, designed to transform shopper interactions into measurable business results like increased revenue, conversion rates, and average order value. By leveraging advanced AI, natural language processing, and deep user data, Constructor delivers personalized, relevant experiences that keep customers engaged and drive significant ROI.
Key Features
🛒 AI-Powered Search & Discovery: Constructor generates highly relevant, personalized search results and product recommendations in real time. This is achieved by analyzing shopper behavior and product data using proprietary AI, including LLMs and predictive analytics, ensuring customers find exactly what they're looking for, even with complex queries.
📊 Optimized for Your Business KPIs: Unlike generalist search solutions, Constructor is built from the ground up to optimize for metrics that matter most to ecommerce, such as revenue, conversion rate, AOV, and profit margin. Its algorithms are designed to learn and adapt continually based on user interactions, directly driving your key performance indicators.
✨ Effortless Merchandising Controls: Combine the power of AI with your merchandising expertise. Constructor provides intuitive controls that allow you to easily manage product rankings, promotions, and content, blending automated optimization with strategic human oversight to curate the ideal shopping experience.
🔌 API-First & Composable Architecture: Built with an API-first, headless, and composable design, Constructor integrates seamlessly with your existing technology stack. This flexibility ensures fast implementation and allows you to connect with platforms like Salesforce, Shopify, commercetools, and more, without disrupting your current infrastructure.
🧠 Proprietary Native Commerce Core™: At the heart of Constructor is a unique, purpose-built architecture developed specifically for the complexities of ecommerce product discovery. This core powers the platform's modules, enabling it to process vast amounts of data and deliver highly optimized results efficiently.
How Constructor Solves Your Problems
Constructor addresses common ecommerce challenges by directly impacting the shopper journey and operational efficiency:
Turning Search into Sales: By providing highly relevant and personalized results instantly, Constructor significantly reduces "no results" pages and irrelevant listings, guiding shoppers directly to desired products and increasing conversion rates. Leading brands like Petco have seen a +13% lift in search revenue.
Boosting Key Metrics: The platform's KPI-focused optimization algorithms continuously learn from every shopper interaction. This dynamic learning drives improvements across your site search, recommendations, and browsing experiences, demonstrably increasing revenue per user and per visit, as shown by results like Bonobos' +9% search revenue increase and Sephora's +$40M in revenue gains.
Reducing Manual Effort: Deep learning automatically reranks results based on real-time user behavior, significantly reducing the manual workload traditionally required for merchandising and result optimization. This frees up your team to focus on strategic initiatives.
Why Choose Constructor?
Constructor stands apart as the only product discovery platform purpose-built with AI specifically for ecommerce KPIs from the ground up. Our technology isn't just AI for AI's sake; it's engineered to directly drive your business metrics. We offer "glassbox" AI transparency, allowing you to understand why the algorithm makes its decisions, and we have a proven track record, having won over 70 A/B tests against competitors.
Conclusion
For enterprise ecommerce brands seeking to maximize revenue, conversion, and customer satisfaction through superior site search and product discovery, Constructor delivers tangible results. Its AI-native architecture, KPI focus, and proven performance make it a powerful engine for growth.
Explore how Constructor can help you achieve your ecommerce goals.
More information on Constructor
Launched
1995-07
Pricing Model
Paid
Starting Price
Global Rank
499577
Follow
Month Visit
70.9K
Tech used
Google Analytics,Google Tag Manager,Cloudflare CDN,HubSpot CMS,Gzip,HTTP/3,JSON Schema,OpenGraph,HSTS
Top 5 Countries
29.29%
23.28%
4.72%
3.87%
3.05%
India
United States
United Kingdom
Nigeria
Brazil
Traffic Sources
3.45%
1.11%
0.13%
10.21%
39.87%
45.23%
social
paidReferrals
mail
referrals
search
direct
Source: Similarweb (Sep 25, 2025)
Constructor was manually vetted by our editorial team and was first featured on 2025-06-01.
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