an alert is a search (like a report and a panel!), so you'll have the same results both in search and in alert if you set the same time range.
The only alert's difference is that, when you open an aler in search, you cannot modify time range.
To modify it, you have to open the alert in [Settings -- Searches, Reports and Alerts].
So check in this form what's the time range you're using.