Product Recommendation System 2.0

This page describes a feature of Haut.AI SaaS Platform that allows you to setup a product recommendation logic with no-code interface, available in Skin Consultant and via API.

Product Recommendations 2.0 feature is available for all plans

Product Recommendations 2.0 section is available here in SaaS platform

About the Recommendation System 2.0

Haut.AI’s Product Recommendation System 2.0 is a next-generation engine designed to transform the way users discover skincare. By combining advanced face analysis with large language models (LLMs), this AI-powered system delivers hyper-personalized product recommendations based on each user’s unique skin condition, goals, and preferences.

With flexible output modes—routine-style suggestions or dynamic product lists—it adapts to any user flow. Plus, brands can fine-tune the results using proprietary logic, supported categories, or multilingual options. Built for seamless integration across web and mobile experiences, this powerful tool helps beauty retailers boost conversions and deliver truly personalized customer journeys.

Availability of Application

Product Recommendation System is a feature that tailors Product Item suggestions to each user's unique skin analysis results. Our Recommendation Engine can be used:

• via Skin Consultant App for all plan clients.

• via API for Professional plan clients. See the detailed API doc: API for Recommendation System 2.0.

Scope of Application

Product Recommendation System:

• Uses Product Inventory to store and maintain the imported product items from your web store.

• Uses Product Tags to determine which skin concerns a particular product addresses.

• Uses User Tags defined by the output of AI Skin Analysis (Algorithms) and presents skin type and correct skin concerns of the end-user.

• Uses Recommendation Algorithm to recommends products by matching skin concerns with products that address those concerns.

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About consumer-facing product recommendation visualization

Product Recommendations display is available:

• As a part of the Skin Consultant App user journey and has two option of visualization:

  • Routine view: Products are grouped into a step-by-step routine with the selection of daily-use skincare products that target identified concerns.

  • List view: Products are displayed as a simple, scrollable list without grouping, sorted by logic of best matching.

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