Topic
Modelo analisado nos benchmarks do site.
ChatGPT, Google AI Overviews, and Perplexity do not cite sources the same way. Profound research shows that each engine places trust in different source types, including encyclopedic knowledge bases, communities, video, professional networks, and specialist media. Visibility in one platform does not guarantee visibility in another, so reporting must separate performance by engine.
Query fanout is the breakdown of a question into multiple subqueries that answer engines use to gather evidence and synthesize a final response. In practice, this changes editorial planning: optimizing only for the main query is not enough. To win coverage and citations, you need to map subquestions, group them by intent, and convert them into sections, FAQs, comparisons, and supporting assets.
In AI search, the strategic unit is not the isolated keyword but the brand-relevant prompt: the question or task that expresses a real need, context, and intent across the ICP journey. The costliest mistake is not just failing to appear in AI answers, but tracking broad or curiosity-driven prompts that do not influence discovery, consideration, comparison, adoption, or expansion.