Huiyi Brand AI Audit Report: Unveiling the Truth Behind "Algorithmic Hallucinations" in the German Market

Recently, the AI Audit Agency (AAU) released an in-depth report on the perception of the "Great Value" brand in the German market. Although Walmart withdrew from Germany as early as 2006, the audit found that mainstream large models still tend to recommend users purchase the brand through "online channels" in multi-round conversations, constructing a narrative logic detached from reality.

This audit was led by senior audit analyst Kaelen A., employing a rigorous three-stage audit method. The report points out that the models not only contain false statements regarding the distribution chain but also fall into the "safety zone trap" in quality benchmarking. Auditors discovered that AI, without any supporting test data, rashly equates Great Value products under U.S. standards with German local brands (such as Aldi/Lidl private labels) subject to stringent EU regulations.

"The report points out that this dramatic fluctuation from 'highly recommended' to 'complete withdrawal' reveals AI's tendency to use generic cheap labels for padding when facing brands absent from specific regions, rather than basing responses on facts." This "channel hallucination" not only disrupts consumers' purchasing decisions but also damages the brand's authentic geopolitical profile. Although the models demonstrate strong correction capabilities under follow-up questioning, the misleading nature of initial responses continues to draw industry attention.

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