Ürün Keşfi için Yapay Zeka Hazır Veri ve Vektör Arama. BAE Fayans ve Son Kat Malzemeleri Perakendecisi.
Arama süresini %70 azaltan ve dönüşümü %15'e kadar artıran yapay zeka destekli katalog + vektör araması. Bir e-ticaret fayans perakendecisinin ürün kataloğunu yapay zeka destekli yapılandırılmış verilere dönüştürerek vektör araması ve konuşmaya dayalı ürün önerileri sağladık. Müşteriler daha önce büyük SKU kataloglarında manuel arama yapmakta zorlanıyordu. Yeni yapay zeka deneyimi, arama süresini %60-70 oranında azalttı, dönüşümü %10-15 oranında artırdı ve yıllık geliri %8-12 oranında iyileştirdi.
01 —The Impact
The results, up front.
60–70% reduction in search time Conversion increased by 10–15% YoY revenue grew 8–12% Support workload reduced by 30–40% A significantly upgraded purchasing journey
02 — The Challenge
Where they started.
Large tile retailers rely heavily on SKU accuracy and searchability. Customers searching manually encountered friction that slowed decision-making and hurt conversion. Our objective was to turn the catalog into AI-ready data and build a conversational product discovery flow. We began by cleaning and structuring product data, then vectorizing it for similarity search. We implemented embedded vector search that allowed customers to find matching items via chat, natural language, or visual cues. The AI generated product cards with actionable CTAs, comparisons with similar SKUs, and dynamic item lists. This dramatically accelerated decision-making and created an intuitive “assistant-like” experience.
04 — Approach & Methodology
How we got there.
Customers previously spent far too long searching for tiles, often abandoning sessions. With vector search, the system instantly understood intent and surfaced the most relevant SKUs — reducing friction and enabling faster purchase decisions. AI cards and comparison tools addressed uncertainty by helping users evaluate alternatives quickly.
05 —In Practice
Project samples.
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