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AI / COMMERCE / CASE STUDY 10

TrueBrands.ai

An architecture concept for multi-merchant product discovery through unified catalogues, feeds and AI search.

The challenge

Product discovery across merchants suffers from inconsistent categories, availability and product attributes.

The approach

A specification for feed ingestion, product normalisation, storefronts and AI-assisted comparison, considering Connexity subject to approved access.

What it covers

  • Feed ingestion and data normalisation architecture
  • Unified product and storefront page models
  • AI-assisted search and alternatives
  • Multi-merchant catalogue and administration design

Next steps

Validate feed/API eligibility and licensing, build a prototype and verify live product-price synchronisation.

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