I wanted to be able to do the same thing, so I found a way around QBO's limitations. Follow the instructions in accessing the customer contact list in your QBO company. Then, export to Excel. In Excel, click on Find & Select. Drop down, and click on Find... In the search box, type in the phone number, then click Find Next. Presto!
