Enrichment Agent

Turn Catalogs into Smarter Commerce

Ichigo transforms fragmented catalog entries into structured, machine-readable objects, fixing missing and inconsistent product data across your entire commerce ecosystem.

Enrichment Agent

Turn Catalogs into Smarter Commerce

Ichigo transforms fragmented catalog entries into structured, machine-readable objects, fixing missing and inconsistent product data across your entire commerce ecosystem.

Enrichment Agent

Turn Catalogs into Smarter Commerce

Ichigo transforms fragmented catalog entries into structured, machine-readable objects, fixing missing and inconsistent product data across your entire commerce ecosystem.

Richer product data. Better search, recommendations, and SEO, automatically.

Richer product data. Better search, recommendations, and SEO, automatically.

Multimodal Semantic Extraction

Analyzes images, descriptions, and external sources simultaneously, surfacing silhouettes, materials, patterns, and styling cues traditional systems miss

Multimodal Semantic Extraction

Analyzes images, descriptions, and external sources simultaneously, surfacing silhouettes, materials, patterns, and styling cues traditional systems miss

Visual + Text Reasoning

Combines visual and textual signals to infer product relationships automatically, no manual tagging required.

Visual + Text Reasoning

Combines visual and textual signals to infer product relationships automatically, no manual tagging required.

Normalized Semantic Layer

Standardizes attributes across brands without losing nuance, color families, fits, and materials stay consistent and machine-readable at scale.

Normalized Semantic Layer

Standardizes attributes across brands without losing nuance, color families, fits, and materials stay consistent and machine-readable at scale.

Turn intent into sales.

2026 © Loops AI Continuous progress, by design.

Turn intent into sales.

2026 © Loops AI Continuous progress, by design.