Stop Losing Revenue to Outdated Search
Transform every shopper session with Constructor’s AI-first, ecommerce-first Search and Product Discovery.
Constructor helps enterprise ecommerce teams deliver 1:1 personalized, revenue-driving discovery experiences — powered by AI, proven by customers, and trusted by analysts.
- Tired of putting in the work but seeing no uplifts where it matters?
- Struggling with irrelevant results or underperforming pages?
- Want faster time-to-value from your discovery platform?
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Trusted by Global Retailers
What Real Users Say on G2
How Constructor Stands Out Against FactFinder
Analyst validation — not just vendor claims.
Constructor Named a Leader in 2025 Gartner Magic Quadrant™
In the 2025 Magic Quadrant™ for Search and Product Discovery, Gartner recognized Constructor as a Leader based on our completeness of vision and ability to execute.
We are ranked #1 in areas of AI and innovation including:
- Vertical-specific LLMs designed for ecommerce
- A personalization neural network for shopper intent and context
- Transparent AI-based ranking and scoring for full merchant control
This reflects Constructor’s ongoing leadership in commerce-focused AI, combining cutting-edge models with the real-world tooling enterprise teams need.
Gartner, Magic Quadrant for Search and Product Discovery, March 2025. Gartner does not endorse any vendor, product or service depicted in its research publications and does not advise technology users to select only those vendors with the highest ratings or other designation. Gartner research publications consist of the opinions of Gartner’s research organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose. © 2025 Gartner, Inc. and/or its affiliates. All rights reserved. Used with permission.
Product Suite
Bring together sitewide ecommerce search and product discovery, merchant solutions, and enterprise-ready delivery — all in one AI-powered, KPI-obsessed platform built for the results that matter to you.
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Generate customer-first, AI-powered ecommerce search results that increase critical revenue metrics.
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Drive personalized, optimized shopping experiences for each customer on every category page.
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Complement and optimize the shopping experience with the right recommendations for each customer at exactly the right time.
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Automatically organize products into themed, personalized landing pages to create a shopping experience that sparks joy — and ROI.
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Deliver futuristic discovery experiences with engaging, conversational AI blended with 1:1 personalization.
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Drive more revenue and build stronger relationships based on information your customers want you to know.
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Manage your entire product discovery experience in one platform — and then level up with actionable insights and predictive analytics.
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Kick manual work aside and let AI enrich product and category attributes your customers need to find the items they love.
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What Our Customers Are Saying
The gold standard for enterprise ecommerce search and product discovery

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Looking for an alternative to FactFinder? Constructor is the only AI-first product-discovery platform built for enterprise ecommerce search, browse, recommendations, and merchandising. Unlike keyword-based engines that require constant rule-tuning, Constructor leverages verified shopper behavior, large-language models, and machine-learning optimizers to lift revenue faster—often proving tangible ROI in under 4 weeks. Compare Constructor vs. FactFinder side-by-side, explore our G2 leader ratings, and start your free Proof Schedule today to experience the next standard in ecommerce growth.