Search Agent

Search Bars to Dialogue

Search bars to
dialogue.

Samurai transforms discovery into a conversation. Combining Loops’ semantic API with a native conversational interface, Samurai allows customers to refine intent naturally — guiding them from vague inspiration to confident product selection through real-time dialogue.

Samurai transforms discovery into a conversation. Combining Loops’ semantic API with a native conversational interface, Samurai allows customers to refine intent naturally — guiding them from vague inspiration to confident product selection through real-time dialogue.

Trusted by Leading Companies

Samurai merges conversational AI with semantic search intelligence, creating a discovery experience that evolves with every interaction.

Conversational Discovery Engine

Instead of forcing users into rigid filters, Samurai understands natural language queries and progressively refines results. Customers can explore products through dialogue — just like interacting with a personal stylist or sales advisor.

Semantic Intelligence Layer

Samurai interprets user intent, context, and content simultaneously. It converts conversational inputs into structured semantic operations that power search, recommendation, and merchandising systems in real time.

Adaptive Refinement

Deploy the agent across web widgets, APIs, WhatsApp, Instagram, Facebook, and email. Customers receive consistent, intelligent guidance no matter where they interact with your brand.

Plug-In Without Overhaul

Samurai integrates as a lightweight web widget or API layer, enhancing your current ecosystem without taking control away from your internal teams.

Close the loop
on growth.

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