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How retailers must rework product data for AI discovery

Retailers assuming brand recognition and SEO will guarantee visibility in AI answer engines are likely mistaken. Conversational systems reward structured, consumer‑centric product data that maps precisely to queries. The commercial priority: audit where product information is legible to AI, close gaps and operationalize data quality.

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Mud Jeans collapses under debt — and the ‘K-shaped’ consumer split may be closing

Mud Jeans has filed for bankruptcy and paused new orders, highlighting risks in circular-fashion financing. At the same time, economists report spending across most income groups is converging — a potential end to the pronounced ‘K-shaped’ split. Other signals: Brooks’ growth, mixed results at Tapestry and a novelty 3D-printed sneaker from Best Buy.

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