Switch Faceless to On-Camera and its Affect

Many people start YouTube channels with faceless content, using their own voice with animations etc, but what happens when they decide to appear on camera after building an audience?

Has anyone actually tested this transition or seen real examples? Does it improve audience engagement and retention, or can it negatively affect views and subscriber loyalty?

Would be interesting to hear from anyone with first hand experience or actual data.