Pretty much every test we run has the potential to effect user engagement, so I would suspect unless isolated it's a lost cause. What's more interesting to me is how to measure perhaps how bad branding has lost consumer confidence and the effect on sales thereafter.
It's easy to measure drop off in a funnel, but harder to measure customers who refuse to even enter the funnel due to bad brand. Is there some way of capturing that?
