---
title: "Mapp Intelligence: Enhanced Recommendation Engine"
slug: "mapp-intelligence-enhanced-recommendation-engine"
updated: 2025-05-07T07:50:30Z
published: 2025-05-07T07:50:30Z
---

> ## Documentation Index
> Fetch the complete documentation index at: https://docs.mapp.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Mapp Intelligence: Enhanced Recommendation Engine

**5 May 2025**We've significantly improved our recommendation engine for Mapp Intelligence’s [Marketing Automation](/v1/docs/marketing-automation) module. It now processes larger datasets more efficiently and provides better suggestions!

The [Recommendation](/v1/docs/recommendations)engine automatically suggests relevant products on your website based on user behavior, helping you deliver a more personalized on-site experience.

## Key Benefits

The more advanced data processing in our existing recommendation engine leads to:

- Higher Quality Suggestions: Each recommendation is backed by more extensive data analysis; stronger statistical backing means you can have even greater confidence when making decisions.
- Improved Performance: The engine now processes data more efficiently behind the scenes, keeping your setup fast, stable, and ready to scale.
- More Coverage: You'll receive recommendations for more items in your inventory.

## Availability

This update was released on May 5th for all existing users.

## Related

- [Recommendations](/recommendations.md)