Who AI recommends, and when it changes.
Data as of Apr 11, 2026 · Based on 31 AI answers · A buyer need in Product Search and Discovery Platforms. · See how Parse measures this
is the clear recommendation leader for synonym-aware semantic search, often praised for its ability to merge traditional keyword matching with vector-based embeddings. While dominates recommendation patterns, and also receive substantial mention for their e-commerce-specific synonym mapping and natural language processing.
Recommendation share
Algolia leads at 23% of AI recommendations; Luigi's Box follows at 13%.
By platform
Platforms disagree: Algolia leads on Google AI Overviews, Shaped on ChatGPT.