Who AI recommends, and when it changes.
Data as of Apr 11, 2026 · Based on 30 AI answers · A buyer need in AI Search Visibility Analytics Tools. · See how Parse measures this
Buyers seeking to monitor brand share-of-voice inside LLM responses are directed primarily to , which leads the recommendations based on Google AI Overviews data from early 2026. The platform is highly recommended for its ability to analyze AI-generated narratives, track sentiment, and assess overall accuracy. Alternatively, specialized tools like and are frequently surfaced to evaluate brand perception and competitive share of voice within AI platforms.
Recommendation share
Meltwater leads at 17% of AI recommendations; Jellyfish follows at 10%.