ECOMMERCE SEARCH
Ecommerce Search Solutions Built to Drive Your KPIs
Generate customer-first, attractive AI search results that increase critical revenue metrics — powered by clickstream data, transformers, and large language models.
Tangible ROI proven in under 4 weeks — learn how.
The next generation of ecommerce search
Most ecommerce sites run on decades-old keyword and vector search engines. They might return “relevant” results, but not show items that customers actually want to buy.
Powered by an AI core specifically built to show customers attractive products that they will buy, Constructor is unmatched when it comes to driving ecommerce KPIs like revenue and conversions.
Say goodbye to:
- Zero-results searches
- Shoppers rage-quitting your site
- Labor-intensive synonym and redirect setup (plus hours manually boosting and slotting items)
- Reformulated & frustrated searches
- Lost sales opportunities and negative impact on customer lifetime value

- Hyper-personalized search results driven by real-time, onsite shopping behavior
- AI-driven search results optimized for the business KPIs that you define
- Search learnings inform holistic discovery across your entire site
- Advanced searchandising functionality and merchandising dashboard off the shelf
- The only AI-first ecommerce search solution specializing in enterprise commerce
- Powered by Clickstream & Transformers
- Autosuggest
- Dynamic Search Facets
- Glass Box Insights
The ecommerce search solution that's raising the bar
Constructor is reinventing search with clickstream and transformers — our dynamic duo that’s scoring victories for our customers as onsite behaviors teach our algorithms what each customer really wants and will buy.
The result? KPI lifts that have never lost an A/B test against another search provider.

Show it before they're even finished asking
Autosuggest understands what your customers actually mean (not just what they’re trying to type). With semantic analysis, users get personalized, accurate, and speedy suggestions that lead them to the right products faster.

All the right filters in all the right places
From thematic filters and social proof to dynamic facets, our Al-assisted merchandising tools bring you a display of facets that’s both responsive and eye-catching.

No blind faith here
No need to trust a black box system and hope for the best. Constructor empowers you to look inside our search algorithms, giving you confidence to make strategic decisions that elevate your KPIs.

The ecommerce search solution that's raising the bar
Constructor is reinventing search with clickstream and transformers — our dynamic duo that’s scoring victories for our customers as onsite behaviors teach our algorithms what each customer really wants and will buy.
The result? KPI lifts that have never lost an A/B test against another search provider.

Show it before they're even finished asking
Autosuggest understands what your customers actually mean (not just what they’re trying to type). With semantic analysis, users get personalized, accurate, and speedy suggestions that lead them to the right products faster.

All the right filters in all the right places
From thematic filters and social proof to dynamic facets, our Al-assisted merchandising tools bring you a display of facets that’s both responsive and eye-catching.

No blind faith here
No need to trust a black box system and hope for the best. Constructor empowers you to look inside our search algorithms, giving you confidence to make strategic decisions that elevate your KPIs.

Content Search
Voice Search
Image Search
Advanced NLP Features
Multilingual Support
Full Merchant Controls
Advanced Reporting
Best-in-Breed
Customer Success
99.99% Uptime
Turnkey Integrations
API-First & Headless
Secure & Compliant

The system’s learning and doing it on its own.
We had a big need for personalization but also for more flexibility around how we displayed categories and collections. Constructor created that for us and has made the entire process a lot easier.
I don’t have to adjust search results nearly as much anymore. The system’s learning and doing it on its own.”

Nicole Bragg
Senior Merchandising Manager, Life Is Good

Our team has been extremely impressed with Constructor.
We’re now able to searchandise much more effectively with the advanced merchandising controls now available to us, and we love the flexibility we have to partner with the AI and to boost or bury products on our own.
Our team has been extremely impressed with Constructor.”

Tony Gabriele
VP of Merchandising, Petco

We had a big need for personalization but also for more flexibility around how we displayed categories and collections. Constructor created that for us and has made the entire process a lot easier.
I don’t have to adjust search results nearly as much anymore. The system’s learning and doing it on its own."

Nicole Bragg
Senior Merchandising Manager, Life Is Good

We’re now able to searchandise much more effectively with the advanced merchandising controls now available to us, and we love the flexibility we have to partner with the AI and to boost or bury products on our own.
Our team has been extremely impressed with Constructor.
Tony Gabriele
VP of Merchandising, Petco

Ecommerce search powered by our Al core
Our Native Commerce Core™️ (which fuels our entire product discovery experience) learns, adapts, and evolves with every user interaction to optimize your results across all key KPIs — like revenue, conversions, and profit.
Built on proprietary algorithms, large language models, and advanced transformers, the Native Commerce Core™️ is our secret sauce that makes Constructor exceptional.
plus a holistic suite of solutions you and your customers will love
Product discovery results you can trust — and verify.
Tangible ROI proven in under 4 weeks — learn how.
Product discovery results you can trust — and verify.
Tangible ROI proven in under 4 weeks — learn how.