From Search Box to AI Query

The claim under examination — that consumers increasingly ask AI rather than use a search box, prompting companies like Pulmuone and Walmart to alter their product information — was found to be largely supported by the available evidence.

Pulmuone, one of Korea's best-known food and wellness companies, has adjusted its product information strategy in line with this shift. Walmart, the largest retailer in the United States, has similarly moved to adapt how its product details are structured and delivered.

The underlying behavior change is straightforward: rather than searching for keywords and browsing links, consumers now pose questions to AI systems and expect direct answers. That changes what companies need to publish — product information must be legible to AI models, not just to human searchers.

Limits of the Evidence

The supporting material behind the claim was not complete. Certain details could not be collected through the standard research pathway and had to be confirmed through an alternative route, namely earnings call transcripts. This leaves some aspects of the story less firmly documented than others, and the overall picture should be read with that caveat in mind.

Conclusion

The core assertion — that Pulmuone and Walmart changed product information because consumers now ask AI instead of using search — holds up on the strength of nine primary sources, though some supporting details remain indirectly sourced. The claim is Mostly True.

Verdict: Mostly True