AI Citation Proof Stack: What Evidence to Trust Before Hiring an Agency
When executives see a screenshot showing their brand in an AI answer, the useful next question is not “Does this look impressive?” It is “What does this actually prove?” A single result may depend on one prompt, one account, one language, one location or one moment in time. If an agency cannot disclose those conditions, […]
AEO, GEO, LLMO: How Thai Businesses Should Choose the First Move
A marketing team starts discussing AEO, GEO and LLMO at the same time. One agency proposes an “AI Search package,” yet nobody can confirm whether the site is fully indexable, which buyer questions matter, or what evidence makes the brand worth citing. Buying the stack before diagnosing the bottleneck can increase activity without improving discovery, […]