How old are you? I'm curious about demographics
The only guaranteed way for the interview stage was through referrals.
I never found cold applying to be particularly useful, even during the best hiring times, so I always read these accounts of how bad the market is because someone sent their resume to X number of companies to be a bit useless in judging the market as in my experience that never really worked.