PAKUN AI / METHOD & EVIDENCE
How to interpret SEO, AI visibility assessments and digital action plans — and which conclusions the evidence can support.
Whether a named business appears in the answers or cited sources of an AI system for a defined set of questions. A mention, a recommendation and a source citation are different observations; we do not merge them into a guaranteed ranking.
Accessible pages, useful text, coherent navigation and factual business information help search engines understand a website. Google states that its AI search features use the same foundational SEO practices; no special AI markup guarantees inclusion.
Record the business and exact domain, questions, language, target region, system and available model/version, search mode, date and time. Keep original answers and source URLs. Label blocked or unavailable checks as unavailable, never as zero visibility.
Repeat the same questions under documented conditions. Report named answers against successfully checked answers, separately for each system and date. Note changes in models, sources and settings. A small sample is not representative of all customers or all future answers.
A digital list of evidence-based priorities for 30, 60 and 90 days, with the reason for each action, dependencies and a way to verify completion. The plan does not itself change a website, buy a domain or guarantee implementation.
AI answers vary by question, region, system and time. Search indexing, rankings, citations, leads and revenue cannot be guaranteed. Example websites illustrate possible design and scope, not real customer results. Only the specific purchased scope is included.
Editorial responsibility: Pakun AI. Reviewed 15 September 2026.
Compare scope and pricing
Pakun