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Nikolaj Mogensen

Sep 2026 โ€ข linkedin

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Made an ๐—”๐—ด๐—ฒ๐—ป๐˜๐—ถ๐—ฐ ๐—–๐—ผ๐—บ๐—บ๐—ฒ๐—ฟ๐—ฐ๐—ฒ ๐—ฅ๐—ฒ๐—ฎ๐—ฑ๐—ถ๐—ป๐—ฒ๐˜€๐˜€ ๐—”๐˜‚๐—ฑ๐—ถ๐˜ this week, and keep seeing the same issues across many Ecommerce businesses. ๐—™๐—ฒ๐—ฒ๐—ฑ๐˜€ are usually the weak link. Often feed attributes are covered but are poorly optimize. And what's still missing is the Conversational Attributes: no Q&A fields and no related-product mapping. ๐—ฃ๐——๐—ฃ๐˜€ often don't give LLMs enough to work with. Spec data is scattered instead of structured, descriptions run short (median in this case well under 100 words), thereโ€ฆ

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