Dataset For Companies And Their Respective Categories

I’m trying to build an analyzer of my spending habits and I would like to know what various categories of expenses I have.

For example, I have a csv of all my transactions One transaction might say “Chipotle” and I would like that to be categorized into a restaurants. My approach is to have a dataset of these popular companies and their respective types in order to categorize them into “genres”. I’m currently using OpenStreetMaps: overpass api because they have tags on each company or store classifying what type they are. If anyone has a dataset like this or suggestions for a different approach, please let me know.

TLDR: Looking for a dataset that has companies that people ordinarily buy from and their category “Chipotle: Restaurant” “Nike: fashion” …