Vault Mark

First 90 Days With an AI Marketing Agency: Deliverables That Actually Matter

Business leaders and agency team reviewing 30-, 60- and 90-day deliverables with measurement evidence and named owners

A decision guide for business leaders and marketing teams Many companies begin an AI marketing agency engagement with high expectations. A month later, they have attended kickoff meetings, received an attractive report and approved a long activity list—yet still cannot say what is complete, what has passed quality control or what evidence should guide the […]

AI Citation Proof Stack: What Evidence to Trust Before Hiring an Agency

Six-layer evidence framework showing prompt logs, cited URLs, repeatability, source readiness and business relevance

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

Four-stage diagram showing Accessibility, Answerability, Citability and Operability for choosing the first AI-search investment

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, […]