Measuring brand presence in generative engine optimization (geo): a scoping review of metrics and validity
The rise of generative search engines and large language model assistants has shifted digital visibility from clicking a link to being present within synthesized answers, a change that traditional search engine optimization (SEO) metrics fail to capture. This study presents a scoping review, conducted following JBI met...