GA4 redefined it
GA4's bounce rate isn't UA's bounce rate. Reports mixing both are garbage. Pick one, stick to it.
Engagement rate is the replacement
GA4's engagement rate is more actionable. Sessions with 10+ seconds of engagement — a better signal of content quality.
Use per-page, not site-wide
Site-wide bounce/engagement is meaningless average. Page-level diagnosis is where value lives.