Trusted by leading companies
Same search, different results
Three users search for "laptop". Each sees results ranked by their unique preferences, no extra configuration needed.
$249 · 12hr battery, spill-resistant
$349 · reliable, great reviews
$299 · lightweight, all-day battery
Personalized for every user
Same search, different results, based on who's searching. Experimental feature requiring Cohere API.
Natural language preferences
"Budget-conscious, values durability over brand names". Plain English, not config.
Semantic re-ranking
Results re-ranked by semantic match to preferences. Real-time, no reindexing.
Privacy-first
Only preference string sent. User data stays in your app. No PII stored.
Build from behavior
Construct preferences from purchases, views, explicit selections. Your logic.
Works with filters and search
Mix personalization with filters, facets, and keyword search. Results match what users want and who they are.
Real-time adaptation
Change preferences → results change immediately. No waiting.
Powered by leading reranking providers
Personalization uses re-ranking models to match user preferences to results semantically.
5 models from 3 providers
Cohere
1 model
Jina AI
1 model
Mixedbread AI
3 models
Custom
Any provider
Meilisearch is compatible with any model offering a REST API and tool calling capabilities.
Built for every use case
From e-commerce to enterprise, personalization transforms search across industries.
E-commerce
Personalized product rankings based on purchase history, browsing patterns, and stated preferences.