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Constructor
The only site search and product discovery built for ecommerce KPIs.
About Constructor
Constructor is a commerce reasoning engine that delivers AI-powered search, browse, recommendations, and other product discovery experiences for enterprise ecommerce. Unlike traditional search engines that rely on keyword matching, Constructor ingests vast volumes of behavioral, contextual, and catalog data to interpret shopper intent and deliver personalized results across every touchpoint—onsite, offsite, and through AI shopping agents. The platform uses reinforcement learning to get smarter with each interaction, optimizing for conversions, revenue, and customer satisfaction. Constructor integrates with major ecommerce platforms and is recognized as a Leader by multiple analyst firms. It serves over 375 team members and powers billions of queries daily for retailers like Petco, Belk, and Saatchi Art. AiDOOS enhances deployment and adoption by providing a marketplace of skilled professionals to configure, integrate, and optimize Constructor's solutions, ensuring faster time-to-value and continuous improvement.
Challenges It Solves
- Poor search results that fail to understand shopper intent, leading to low conversions
- Manual merchandising that is time-consuming and cannot scale
- Disconnected product discovery across channels resulting in inconsistent customer experiences
- Lack of transparency in AI decisions, making it hard to optimize and control outcomes
Screenshots
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Use Cases
Ecommerce Site Search
Replace basic keyword search with AI-powered search that understands shopper intent and delivers relevant results, increasing conversion rates.
Personalized Category Browsing
Automatically tailor category and product listing pages to each shopper's preferences and behavior, improving engagement and revenue.
Product Recommendations
Serve personalized product recommendations across the site to drive upsells, cross-sells, and increase average order value.
Conversational AI Shopping Agent
Deploy an AI shopping agent that helps customers find products through natural language conversation, mimicking in-store assistance.
Pricing
Custom pricing — built for your team
Constructor pricing is tailored to your organisation's size, integrations, and requirements. AiDOOS generates your proposal instantly — scoped & ready in seconds.
Key Features
Deliver personalized search results that understand shopper intent using NLP and machine learning.
Personalize category and product listing pages based on shopper behavior and preferences.
Surface relevant products across the shopper journey to increase upsells and average order value.
Help shoppers find what they want using natural language conversations.
Gain transparency into AI decisions with intuitive controls and dashboards to fine-tune results.
Create dynamic, curated product pages that update automatically based on rules or AI.
What Reviewers Say
What works well
- AI-native platform that reasons through intent, behavior, and product signals for superior personalization.
- Transparent 'glassbox' AI providing explainability and human control over merchandising decisions.
- Proven results with customers like Petco (+13% conversions) and Belk ($35M revenue lift).
Common concerns
- Pricing is not publicly disclosed, requiring contact with sales.
- Primarily focused on enterprise ecommerce, may not suit small businesses.
Reviews
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Reviewer Demographics
Top Industries
Enterprise Readiness
Identity & Access
Data Security
SLA & Availability
Compliance & Portability
Integrations
375+ total appsShopify
Integrates Constructor's AI search and discovery with Shopify stores.
Magento (Adobe Commerce)
Native integration with Adobe Commerce for AI-powered search and recommendations.
Salesforce Commerce Cloud
Integrates with Salesforce Commerce Cloud for personalized search and discovery.
Google Analytics 4
Send Constructor search and behavior data to GA4 for analysis.
Segment
Sync customer events and product data between Constructor and Segment.
Algolia
Migrate from Algolia to Constructor or use alongside via API.
Governance & Compliance
EU AI Act
Classification: None
Data Processing Agreement
None DPA available
Sub-processors
Not disclosed
Right to Erasure
✗ Not supported
Change Notifications
None
NIST AI RMF
Not assessed
AiDOOS Managed Deployment
Deploy Constructor in 72 hours
AiDOOS handles setup, CRM integration, SSO config, and user provisioning. Your team goes live — not your IT department.
Prerequisites
- Owner or admin access to ecommerce platform
- Product catalog data feed (CSV/API)
Configuration Options
- Search relevance tuning
- Personalization rules
- Merchandising controls
How Constructor Compares
| Product | AI & Analytics | Ease of Use | Enterprise Features | Pricing | Integrations | Mobile Experience | Quick Setup | Customer Support | Rating | Price/mo |
|---|---|---|---|---|---|---|---|---|---|---|
|
C
Constructor This product
|
Excellent | Good | Excellent | Fair | Good | Good | Fair | Excellent | — | $Custom/user |
|
AL
Algolia
|
Good | Excellent | Good | Fair | Excellent | Excellent | Excellent | Good | ★ None | $$0.50 per 1000 search requests/user |
|
CO
Coveo
|
Excellent | Good | Excellent | Fair | Good | Good | Fair | Good | ★ None | $None/user |
|
SS
Searchspring
|
Good | Good | Good | Fair | Good | Good | Good | Good | ★ None | $None/user |
A Virtual Delivery Center for Constructor
Pre-vetted experts and AI agents in the loop, assembled as a delivery pod. Pay in Delivery Units — universal pricing across roles, seniority, and tech stacks. No hiring, no contracting, no procurement cycle.
- Plans from $2,000 — Starter Pack, 10 Delivery Units, 90 days
- Refundable on unused Delivery Units, anytime — no questions asked
- Re-delivery guarantee on acceptance miss
- Pre-flight delivery sizing — you see the plan before you commit
How a Virtual Delivery Center delivers Constructor
Outcome-based delivery via AiDOOS’s VDC model. Why VDC vs traditional consulting? →
Outcome-Based
Pay for results, not hours
Milestone-Driven
Clear deliverables at each phase
Expert Network
Access to certified specialists