AI Search & Product Discovery

Replace keyword search with AI-powered product discovery. Natural language search, smart bundles, and similar products for Shopify and enterprise stores.

AI Search Pipeline: Search Query → Intent Analysis → Hybrid Search → AI Rerank → Results

Search works. Until you try to control it.

"We tried multiple search tools. None let us control what actually ranks — boosting one product broke everything else."

Most AI search systems are non-deterministic and hard to steer. You get relevance or control, never both. Inops changes that.

Inops makes AI search controllable.

Understand intent

We don't just match keywords. We understand what the user is actually looking for — so "kid longboard" finds beginner boards, not keychains.

Control ranking

You decide what ranks — not a black box model. Every result is explainable, every ranking decision is visible and adjustable.

Apply boost rules safely

Promote products for campaigns without breaking overall relevance. Boosts work as tiebreakers, not overrides.

Built for real ecommerce scale — not demos.

Start with the plugin — upgrade when you need more control.

Most merchants start here

Inops Plugin

Launch AI search in minutes. No infrastructure required.

  • AI semantic search
  • Up to 25,000 products
  • Instant setup, free sandbox
  • From $69/mo

Need more control over infrastructure and ranking?

Inops Enterprise

Full control over infrastructure, ranking, and scale.

Fast enough for real-time search

Intent-based results in ~1.5 seconds — even with hybrid AI + vector search. Fast enough for autocomplete-driven storefronts.

Handles growing catalogs

From small shops to 500K+ products without breaking relevance. Start with the plugin, scale to dedicated infrastructure.

Built for production use

Stable performance under real traffic — not just demo environments. Deployed on AWS with managed OpenSearch and redundancy.

Works with your stack — no rebuild required.

Plug into your existing storefront, backend, and infrastructure.

Infrastructure

AWS / ECS
Managed deployment on AWS Fargate
Kubernetes
EKS, GKE, AKS — Helm charts available
Self-hosted
On-premise, full control over your infra

Deploy where you want. Keep full control.