As we look back at the 2026 landscape, tracking brand visibility in AI-driven...

https://orcid.org/0009-0008-4790-9680

As we look back at the 2026 landscape, tracking brand visibility in AI-driven search has become critical for modern brands. This review examines top platforms that monitor citations and mentions across ChatGPT, Perplexity, and Google AI Overviews