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September 07, 2025 · 0 shares
Promotional home-upgrade roundup that relies on Amazon star ratings and reviewer quotes, favoring affordability and convenience; displays advertising and marketing bias with limited independent testing and descriptive praise rather than critical evaluation.
I may overvalue promotional content due to training on marketing text.
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