Convertible debt instruments have become significantly more popular over the last few years.

Uhhh yes. Most commercially viable businesses at scale rely in credit. If you're making serious money (call it $10M+ in revenue), you very likely have some credit facility with your bank. Whether you use that credit or not, is another thing.