If your Entry Page has more 'Direct' channel, then you should verify the following.
1. Marketing Channels are set properly. Marketing Channels works in Waterfall Method and improper place of 'Direct' rule may increase the numbers.
2. Go to Internal Filters and see whether you have set the internal filters properly. If not, please do set. This very important to bucket the referrers into proper marketing channels.
Once set, try pulling 'Entires' as a metric for the page you looking for and see whether you are receiving more entries to the site through the page. Then break down using Last Touch Channel to understand the source of traffic! Cheers!