Generative AI

Developing a Generative AI assistant to support customers in choosing home decor items.

Client: An online retailer focused on home decor and lifestyle products.

ZONE3000 built an AI assistant that provides personalized styling guidance, visual room layouts, and product recommendations to boost engagement and confidence.

Challenge

The client faced several challenges that affected customer confidence and slowed down the buying process:

Difficulty visualizing product fit:
Customers were unsure how individual items would match their room style, leading to hesitation and abandoned carts.

Low product discovery:
Shoppers explored only a small portion of the catalog and often missed relevant items that fit their taste and budget.

Limited personalization:
The retailer lacked tools that could tailor recommendations to customers' interior styles, resulting in low engagement and weak brand affinity.

Solution

ZONE3000 implemented a Generative AI assistant designed to support customers with interior styling and product selection:

Personalized styling assistance

The AI assistant provided tailored product suggestions based on customer preferences, room details, and existing decor.

Visual styling tools

Users could upload photos of their rooms and receive layout ideas and styling suggestions to better imagine how items would look at home.

Seamless integration with the e-commerce experience

Customers could add suggested items or full styled sets directly to their carts or wish lists in one click.

Inspiration and trends

The AI shared decor ideas and style inspiration to keep customers engaged throughout their styling journey.

Technology used

AI framework:
Azure OpenAI Service for advanced natural language processing and context-aware recommendations.

Training data:
Proprietary product catalog and customer preference data to personalize AI suggestions.

Style-matching logic:
Colour, texture, and material coherence scoring to form complementary product sets.

Platform integration:
Integrated with the retailer's e-commerce platform to support real-time product availability and purchasing actions.

Result

The implementation of the Generative AI platform for interior styling support delivered strong improvements:

Higher return intent

Repeat visits increased by 23%, as more customers returned to continue exploring ideas and refining their saved styles.

Increased purchase confidence

Shoppers felt more assured in their product choices thanks to visual layouts and tailored suggestions.

Broader product discovery

Customers explored 34% more items and combinations through personalized styling ideas and inspiration.

This case study demonstrates how ZONE3000 used Generative AI to enhance the customer experience and strengthen long-term engagement in the home decor segment.