Hiring AI search help for a U.S. beauty launch

For a Korean beauty brand entering the U.S., the shopping journey can start before a visitor reaches its website. A shopper asks an AI assistant where to buy…

For a Korean beauty brand entering the U.S., the shopping journey can start before a visitor reaches its website. A shopper asks an AI assistant where to buy a product, whether the U.S. version has a particular ingredient, or how quickly it will arrive. An inaccurate answer can undermine the experience before the brand gets a chance to explain. Hiring an agency to improve those answers is therefore not just a marketing purchase.

It is a decision about product information, retail relationships and customer expectations. A useful selection process tests whether the agency can make those connections, rather than simply produce a visibility score. Ask for a shopping journey, not a dashboard tour Give shortlisted agencies the same brief: one product category, the US market, a launch date and a few customer questions. Ask them to explain what they would investigate before recommending more content. A hypothetical skincare launch makes a useful exercise.

The brand already has English pages, but a shopper cannot establish which formulation is sold in the U.S. or which retailer is authorized. Ask each candidate to walk through that purchase decision. Where would they find the authoritative answer? Which pages could they change? What would require cooperation from a retail partner? The exercise is not a request for free implementation. It is a way to learn whether the proposed service addresses the customer's uncertainty or just the brand's absence from a recommendation list.

Find out what the measurement actually represents In our published investigation, one consumer-interface answer was recorded on September 14; five independent API answers with web search followed on September 16. Four agencies in the initial answer were absent from the later batch. That did not establish a decline: the collection environment had changed. It showed why a buyer needs to understand the comparison before accepting its conclusion. Ask a prospective partner to show a sample report with the exact questions, dates, interface, market assumptions and full answers.

An application programming interface is a software access route; its results should not silently replace a consumer-interface baseline. Then ask how the report distinguishes a missing brand from a named brand described incorrectly. For a customer, an answer that recommends the wrong product version is not a successful experience. The contract should keep mention frequency and factual accuracy separate. Make the implementation responsibility visible A credible proposal should identify who does the work after the diagnosis.