How Good Is Your Ecommerce Personalization Actually?

Assess Your Personalization Maturity Level

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We help enterprise ecommerce brands get ahead, and stay ahead

 

AI-native product discovery that’s a win-win for companies and customers.

Constructor’s platform was built by data scientists and engineers who wanted to create an advanced shopping experience that accurately displays the most attractive products to every individual.

Test our platform risk-free and see how we can prove tangible ROI in 2-4 weeks, with Constructor’s Proof Schedule.

 

 

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 AI shopping assistant exceptional.

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 AI shopping assistant exceptional.

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 AI shopping assistant exceptional.

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 AI shopping assistant exceptional.

Product Discovery Guides

A Framework for Personalization: How Retail Teams Progress Beyond Rules

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Most commerce teams believe they’re delivering personalized experiences. In reality, many are still operating with rules, static segments, or delayed signals that fall short of what shoppers expect today.

This ebook introduces the Personalization Maturity Curve, a practical framework for understanding the real levels of personalization — from rule-based targeting to true one-to-one experiences that adapt in real time.

You'll learn:

  • Why rule-based and segment-led personalization struggles to scale
  • How delayed learning holds back conversion and engagement
  • What the five stages of personalization maturity look like in practice
  • How teams can jump ahead without taking incremental steps

The ebook includes a self-assessment to help you pinpoint your current stage and see how adaptive approaches better align experiences with shopper intent.

Product Discovery Guides

Introducing the Building Blocks Series

A new series exploring the foundations of modern ecommerce product discovery

The Personalization Maturity Curve is the first release in the Building Blocks Series — a new collection of practical guides designed to help ecommerce leaders understand how modern product discovery really works.

Each upcoming volume will explore a core building block, including:

  • How modern search systems retrieve, rank, and optimize products for business outcomes
  • How behavioral signals and feedback loops enable continuous learning
  • What data foundations are required before AI-driven discovery can work

Sign up to receive future volumes as they’re released and follow the series as it unfolds.

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