Best Practices for Cleaning HubSpot Contacts and Companies Data

Is there any best practice on how to lookup all hubspots contacts and companies reliably? Often times the linkedIn Urls are the same but differ in "/" for example. Also the company websites in clay and hubspot often dont sync due to "http" for example. Should I clean the entire Hubspot data and make it uniform in accordance to what clay finds?