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Why supplier content has become the biggest hidden cost in retail in the age of AI

Why supplier content has become the biggest hidden cost in retail in the age of AI

By JP Tucker
Publication Date: 2025-11-21 08:09:00

Retail leaders have invested in CX, advertising, search tools and digital experiences over the last decade, but one of the most damaging problems in e-commerce has gone largely unnoticed. Supplier product content, once accepted as standard practice, has quietly become one of the biggest operational, commercial and performance burdens in online retail.

The shift toward AI-driven discovery has made this problem impossible to ignore. Platforms like Google, ChatGPT and Perplexity no longer rely on traditional search patterns. You read, interpret and analyze product data directly. Any inconsistency, error, gap or duplication affects how products are presented to customers.

And provider content fails this test on a large scale.

Boring content is no longer good enough

The content provided by the supplier was never written for search engines. It was written once, sent to dozens of retailers, repeatedly copied and pasted into thousands of pages. There’s a lack of structure, there’s a lack of essentials…

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