Search enrichment
Normalize tags, materials, dimensions, use cases, and style language for higher-confidence retrieval.
Visual commerce intelligence for high-velocity retail
Turn product catalogs into guided shopping experiences.
Miracos AI helps retail teams understand shopper intent, organize messy product data, and surface the right item with context customers can trust.
Multilingual guidance
Catalog enrichment
Live operations signals
Platform
Built for catalogs that change every day.
From product titles and variant colors to buyer-facing selling points, Miracos AI turns operational product data into searchable guidance layers.
Guided selling
Translate shopper intent into practical recommendations without forcing customers through rigid forms.
Operations QA
Detect weak product metadata, missing capacity fields, low guide scores, and mismatched categories.
Global language layer
Preserve local tone across English, Chinese, Vietnamese, Spanish, French, Japanese, Korean, and more.
Miracos Labs
Small models, clear signals, better recommendations.
Catalog Signal Graph
Unifies structured attributes and editorial selling points into one ranking surface.
Fit Explanation
Shows why each product matches color, type, size, budget, and occasion.
Variant Clarity
Separates product-level claims from variant-specific color and material options.
38%fewer zero-result shopper sessions
4.7xfaster catalog QA review cycles
21languages supported in guidance workflows
Preview
See how your catalog reads to a shopper.
Share a product export or a search scenario and we will return a structured recommendation-readiness report.