Pesdoe

Retail

Helping retail organizations transform customer experiences with AI-powered search solutions that understand intent, deliver personalized results, and drive measurable conversion improvements.

Powering Discovery for Modern Retail Organizations

Your customers type “comfortable shoes for work.” Your current search shows running shoes, dress shoes, and sandals. Meanwhile, your competitor’s AI-powered search understands they need supportive footwear for long shifts and shows exactly what they need, plus accessories they didn’t know they wanted.

Sound familiar? You’re losing sales to retailers who understand that modern search isn’t about keyword matching, it’s about understanding customer intent. Today’s retail challenges include rising customer acquisition costs, inventory complexity, personalization at scale, and the constant pressure to increase conversion rates while reducing search abandonment. Success requires moving beyond basic keyword searches to intelligent discovery systems and that’s where RAG-powered retail search becomes your competitive advantage.

Whether you’re a fashion retailer managing thousands of SKUs, a home goods store with complex product attributes, or a multi-brand marketplace serving diverse customer needs, AI-powered search solutions using RAG technology can transform how customers discover products, understand their options, and complete purchases with confidence.

Challenges in Retail

SEARCH ABANDONMENT

40-60% of product searches return zero or irrelevant results, causing customers to leave without purchasing anything.

INTENT UNDERSTANDING

Traditional keyword search misses customer intent when they use natural language or describe needs rather than specific product names.

PERSONALIZATION

Generic search results fail to account for customer preferences, browsing history, and purchase patterns that could improve relevance.

INVENTORY COMPLEXITY

Managing search across thousands of products with multiple attributes, sizes, colors, and variations creates customer confusion.

CONVERSION

Poor search experiences lead to higher bounce rates, lower engagement, and reduced average order values across all channels.

Our Retail Capabilities

01

RAG-Powered Intelligent Search

Advanced retrieval-augmented generation systems that understand customer intent and context, delivering relevant products even when customers use natural language or describe needs instead of specific terms.

02

Semantic Product Discovery

AI systems that connect customer queries with products based on meaning, context, and intent rather than exact keyword matches, reducing zero-result searches by up to 90%.

03

Real-Time Personalization Engine

Dynamic search results that adapt to individual customer preferences, browsing behavior, and purchase history while maintaining privacy and compliance standards.

04

Visual Search & Recognition

Computer vision technology that allows customers to search using images, enabling “find similar” functionality and visual product discovery across your entire catalog.

05

Conversational Commerce Integration

AI-powered chatbots and virtual assistants that help customers refine searches, compare products, and make informed purchase decisions through natural dialogue.

Why Partner With Us

Running a successful eCommerce business takes more than just a great product—it requires the right technology, strategy, and partner. We combine proven expertise, future-ready tools, and a customer-first approach to help online businesses scale faster, operate smarter, and deliver exceptional shopping experiences that drive long-term growth.

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Average reduction in zero-result searches through RAG-powered intelligent search systems that understand customer intent and context

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Increase in conversion rates when customers find relevant products faster through AI-powered search and discovery experiences

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Boost in average order value through intelligent product recommendations and “complete the look” suggestions powered by machine learning

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Improvement in customer search satisfaction scores through personalized, context-aware product discovery that adapts to individual needs

Transform Your Retail Search Experience

Whether you’re struggling with search abandonment, low conversion rates, or customer frustration with product discovery, RAG-powered AI search solutions designed specifically for retail can unlock significant improvements in customer experience and revenue. Our proven methodology turns retail search challenges into competitive advantages through intelligent understanding, personalized results, and discovery experiences that actually help customers find what they’re looking for.

Let’s turn your AI goals into outcomes, Book a strategy call.