Thai brands can appear in an AI answer as a recommendation, a comparison option or a passing reference. For teams considering the work described at https://www.primal.co.th/ai-search-services/, those differences matter: a brand mention is not automatically an endorsement or a sales opportunity. Published research provides useful starting observations, provided its findings remain attached to the sample that produced them.
The evidence behind the observations
Primal’s June 2026 analysis reported 481,560 AI answers and 1,175,709 citations across 128 Thai brands over 90 days. It covered five industries and compared Google AI Overviews, ChatGPT and Gemini.
Those figures describe the agency’s reported study, not an independent audit conducted for this article. The sample consisted of active brand projects, so its findings should not be treated as a census of Thai businesses or all Thai search behaviour. Before applying a headline percentage to a particular company, examine how closely its market and customer questions resemble the research sample.
Concentrated mentions need a defined question set
The study reported an average of 76% of category brand mentions going to the two most-mentioned brands. This invites investigation of concentration within the sample. It does not establish that other brands are invisible across every possible question, because the categories and prompts define what was measured.
For a useful review, separate questions about a business by name from questions asking for options. A hotel mentioned when someone enters its exact name is in a different position from one recommended for a particular location, budget or family requirement. Record that distinction before adding appearances together into a single visibility figure.
A citation and a recommendation are separate observations
When reviewing an answer, identify what the cited page supports. It may provide a fact about the destination or product category without endorsing the brand named nearby. A link to a company’s website can also appear in an answer that contains criticism or an outdated description.
Read the relevant sentence and follow the source. Record whether the brand is recommended, compared, described neutrally or mentioned negatively, and whether the supporting page actually substantiates the claim. This turns a citation count into information a marketing or customer-service team can use.
Sources beyond the company’s website
External platforms, including YouTube, Facebook and Thai publishing and community sites, appeared among the study’s sources. It reported different leading citation sources for Google AI Overviews and ChatGPT. The practical implication is to examine each platform separately when planning work for a brand.
That observation does not justify abandoning the company’s own website or purchasing mentions indiscriminately. Instead, check whether important information about the brand is accurate wherever customers encounter it. Correct an outdated address through the relevant platform, maintain current product details and respond appropriately when a legitimate review reveals a service problem.
Thai and English prompts that reflect real customers
Build the question set from actual buying situations and have a Thai-speaking reviewer assess the Thai wording. A literal translation of an English phrase may not reflect the way local customers ask about the same need. Include practical constraints such as location or availability where they affect the choice.
Record the platform, date, language and relevant settings with each answer. Repeat the same questions over time, preserving the output and cited URLs. A single screenshot can establish what appeared on that occasion; it cannot establish a stable share of visibility or prove that a recent website edit caused the result.
Improvements linked to a specific finding
Use each finding to define a proportionate response. Missing product detail may call for a clearer page, while an inaccurate third-party listing needs correction at its source. If the answer is accurate but the brand is absent from a broad recommendation, investigate relevance and supporting evidence before assuming a technical fault.
The useful lesson from reviewing AI answers is that visibility has several parts: presence, context, supporting sources and accuracy. Keep those observations separate and judge changes over a consistent sample. Google’s explanation of how SEO supports its generative search features provides context for the continuing role of accessible, useful website content. Together, a maintained website and a careful review of wider brand information offer a more practical basis for action than treating every mention as a win.
