Inops

Inops replaces traditional keyword search on Shopify and WooCommerce with an AI‑driven product discovery engine that interprets shopper intent rather than merely matching terms. It combines hybrid vector and keyword retrieval with AI reranking that produces explainable results, allowing merchants to see why items are ordered and to adjust rankings safely. Boost rules act as tiebreakers, enabling campaign‑specific promotion without disrupting overall relevance.

The plugin can be installed in minutes without additional infrastructure, supporting up to 25 000 products and delivering intent‑based results in roughly 1.5 seconds, suitable for autocomplete‑driven storefronts. For larger catalogs—hundreds of thousands of items—Inops Enterprise offers full control over infrastructure, ranking logic, and scaling, with deployments on AWS managed services or Kubernetes clusters.

Targeted at e‑commerce operators who need both AI‑enhanced relevance and deterministic control, Inops is built for production use, handling real traffic loads while integrating with existing storefronts, back‑ends, and headless setups via API.