What we tested.
The panel contains 13 discovery questions a Bangkok buyer could reasonably ask while comparing website, AI integration and digital marketing partners. The questions are fixed before collection. We record the answer, named businesses and cited sources, then mark incomplete or failed captures invalid.
The method is deliberately strict. If an engine fails to render a complete answer, it does not enter the denominator. Reporting a failed browser capture as a brand absence would turn a measurement problem into a market claim.
Who appeared in the valid answers.
Digital Agency Bangkok and Hashbox were each named three times. Yes Web Design Studio appeared twice. Search Studio and Clutch appeared once. DLVX appeared twice and both valid mentions included a citation. Counts describe this prompt panel on this date only. They do not establish market share or a universal ranking.
What changes AI visibility.
An engine needs clear, corroborated information it can retrieve. A useful programme therefore combines crawlable service pages, explicit answers, consistent business details, independent profiles, dated evidence and original material worth citing. Special markup alone does not create authority.
- Own the commercial page for the question you want to answer.
- Publish a dated method and data, including limitations.
- Build independent profiles and references that corroborate the entity.
- Measure mentions and citations separately from visits and enquiries.
The next benchmark.
We will keep the eligible prompt panel fixed so the next run is comparable. New questions belong in a separate exploratory set. The useful business outcome is not a higher mention rate by itself. It is a traceable journey from an answer or search result to a relevant page and then to a qualified enquiry.
Sources and downloads.
Sources are linked directly. Market prices and engine answers can change, so use the checked date when citing this page.