Replicate the In-store Associate Experience Online with AI Shopping Assistant
Conversational queries and intent-based suggestions
98% customer retention rate
Non-intrusive implementation and setup
92% willingness to recommend *Gartner Voice of Customer
Find gaps you can address immediately
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Transform intent into action with AI-guided shopping experiences and help your online customers discover great products faster.
Today’s customers expect more than search results — they demand personalized guidance that feels like an in-store experience.
By mimicking the experience of interacting with a knowledgeable store associate, the AI Shopping Assistant helps educate and engage online shoppers during their buying journey, leveraging real-time data analysis to offer highly personalized product recommendations, answer questions in real-time, and guide shoppers to best-fit items.
AI Shopping Assistant is anchored on a constant user feedback loop derived from your shoppers’ unique Clickstream data, and augmented by the latest in NLP, transformers, and LLMs.
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Improve product discoverability:AI Shopping Assistant broadens product awareness and simplifies multi-item purchases.
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Increase business metrics:Due to improved product discoverability and streamlined product result sets, retailers indulge in more cross-sell opportunities, higher AOV, and improved KPIs across the board.
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Improve brand loyalty:Personalized guidance keeps customers coming back, expanding your LTV.
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Stay ahead of the competition:Lead your market by integrating cutting-edge Generative AI, keeping your business ahead of industry trends.

Help customers solve problems and discover new products
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Offer shoppers the trusted advisor experience, without needing to shop in-store.
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Implement your AI assistant in multiple ways, including search bar modes and intent-based suggestions.
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Create domain specific assistants to help shoppers via LLM Model training, specific domain and catalog context, and prompt engineering.
- Use sentiment analysis to better gauge customer emotions and provide contextually appropriate, personalized responses.

Engage and educate your customers through content
- Give customers a series of attractive, tailored product results, along with an explanation for why they need them.
- Turn your platform into a hub for education and learning — not just transactions.
- Return product results, refinement suggestions, site content, guides, and task-specific instructions to aid on the educational journey.
- Make educational content an ecommerce strategy pillar to increase brand affinity and customer retention rates.

Protect customer data with confidence
- Secure, safe AI, with no personally identifiable information (PII) passed to LLMs.
- Adhere to global privacy standards, such as GDPR and CCPA.
- Limit data exposure, reducing the potential for breaches or misuse of personal information.
- Foster trust and confidence in your brand by implementing advanced data protection measures.
Ditch legacy keyword engines and vector-centric platforms, and hit your revenue goals faster
Say goodbye to:
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Zero-results searches
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Shoppers rage-quitting your site
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Labor-intensive synonym and redirect setup (plus hours manually boosting and slotting items)
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Reformulated & frustrated searches
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Lost sales opportunities and negative impact on customer lifetime value
Constructor:
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Hyper-personalized search results driven by real-time, onsite shopping behavior
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AI-driven search results optimized for the business KPIs that you define
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Search learnings inform holistic discovery across your entire site
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Advanced searchandising functionality and merchandising dashboard off the shelf
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The only AI-first ecommerce search solution specializing in enterprise commerce
Say goodbye to:
Constructor:
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.












A game-changer in the ecommerce space
A shining example of “retail brilliance”
Best new ecommerce solution in the world
A game-changer in the ecommerce space
A shining example of “retail brilliance”
Best new ecommerce solution in the world
A game-changer in the ecommerce space
A shining example of “retail brilliance”
Best new ecommerce solution in the world
A game-changer in the ecommerce space
A shining example of “retail brilliance”
Best new ecommerce solution in the world
We help enterprise ecommerce brands get ahead, and stay ahead
Our powerful AI Shopping Assistant is part of Constructor’s holistic suite of products that were purpose-built from the ground up to drive more revenue for enterprise ecommerce.
Test our platform risk-free and see how we can prove tangible ROI in 10-14 days.
Take our platform for a free test drive with the Constructor Proof Schedule
