Commerce, AI, and the Context Layer
Articles on semantic search, visual intelligence, product context, and the systems shaping the next generation of commerce.
Research & Technology
Cheaper Index Construction: Two Bits per Dimension
Research & Technology
Winning the Search Task with A Different Geometry
Research & Technology
Time to Celebrate! First Place in Vector Search at the SISAP 2026 Indexing Challenge
Agentic Commerce Search & Discovery
Joining Forces for Conversational Commerce: Announcing Our Solution with moinAI
Search & Discovery
Nobody Searches Twice: The Real Cost of Empty Search Results
Agentic Commerce
China Runs Fast. Agentic Commerce Runs on Protocols.
Search & Discovery
Beyond the Search Bar: How Smart Autosuggest Drives ROI in Commerce
Events Agentic Commerce
The Future of Commerce is Built by People who actually Talk to Each Other
Agentic Commerce Events
We Run the Agentic Commerce Conversation. Our Contribution around K5 Conference.
Agentic Commerce
The Emergence of the Agent Community & Ecosystem
Agentic Commerce
Get Your Owned Channels ready for Conversational Commerce
Agentic Commerce
Understanding the Agentic Commerce Landscape
Research & Technology Search & Discovery
Why Search Needs More Than Content Understanding
Events Agentic Commerce
K5 Pre-Event: Agentic Commerce Workshop at vviinn
Research & Technology
Dynamic Exploration Graph: Fast Search in Evolving Catalogs
Agentic Commerce
Agents Are Coming to Commerce
Agentic Commerce
Connect with vviinn for the agentic shift
Agentic Commerce
MCP is the Key for Agents
Agentic Commerce
Robotics, Retail, and the Rise of Agentic Commerce
Events Search & Discovery
Our Visit to CCW Berlin: Why Better Customer Conversations Start with Better Discovery
Research & Technology Events
Advancing Visual Information Retrieval: vviinn at VISAPP 2026
Search & Discovery
How Our All-in-One Visual Search API Powers Modern Ecommerce
Research & Technology
Smarter, Faster, More Precise: The Next Generation of vviinn Models
Events
Feels like home, somehow
Search & Discovery
Inspiration as Interface: How Shop-the-Look Actually Works
Search & Discovery
Why traditional search no longer reflects how we shop
Research & Technology
Privacy by Design. Intelligence by Research.
Search & Discovery
Giving Holiday Magic a Boost with Better Search
Search & Discovery
The Future of DIY Commerce: UX Fixes That Ignite Growth
Search & Discovery
Shop the Look: Turning Visual Inspiration into Purchases
Search & Discovery
A Smarter Way to Search
Research & Technology Events
Beyond Personalization: The Next Chapter of AI Recommendations
Research & Technology
6 problems in e-commerce that should no longer exist thanks to AI
Search & Discovery
Furniture & Accessories E-commerce Guide
Research & Technology
Faster Search. Smarter Tech.
Search & Discovery
Visibly better recommendations for online stores
Search & Discovery
The New evolution of AI search
Customer Stories
Empowering Ecommerce with AI Across Industries
Search & Discovery
Images search better than words
Search & Discovery
Visual Search in online stores: six areas for retailers to benefit
Search & Discovery
Looking past the hype of real-time personalization
Search & Discovery
How online stores can boost sales via product recommendations
Search & Discovery
Sell more longtail with image search
Search & Discovery
Microsoft's Trojan horse for online shops
Search & Discovery
Image search improves product recommendations
Customer Stories
Retail Group Schaffrath relies on AI in digital furniture retailing
Customer Stories
Europe's largest furniture search engine moebel.de relies on vviinn
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