Developers sometimes encounter deep linking problems when utilizing Chrome Custom Tabs in Android apps, particularly when working with third-party programs like PayPal. Chrome Custom Tabs prefer to keep users within the browser rather than offering them an option. Using custom schemes, Android App Links, and altering intent-filters are some ways to guarantee smooth redirection. Gaining knowledge of these techniques enhances the user experience and app navigation.