⚡Performance Improvements (Actual Loading times)

Faster Charts Across Insights

1. With the help of technical optimisations, we have been able to improve chart rendering performance across the platform. As a result, you will see charts being more responsive and loading faster
    

Voice Focus Enhancements

1. Voice Search Filter - When searching for a voice, the results are now limited to the top 100 matches to for faster output. The ranking logic within the search filter has also been refined to display precise matches 

2. Fuzzy Search Enabled in the voice search filter
 

What is fuzzy search?

Fuzzy search is a technique that returns results even when the search input isn’t an exact match. It’s designed to guess what the user meant and surface the most relevant, closest-matching entries.

For example, if you type "Ariyana" instead of "Ariana", fuzzy search still helps you find what you're looking for

✅ When Is Fuzzy Search Useful?

1. The user mis-types ‘Ariana Grande’

2. A key is mis-pressed, for example, typing "x" instead of "c" in "Beyonce"

3. Only a part of the name is entered because that's all that user remembers, like "stokes" for "Alex Stokes"