Can negative discussions about a brand still improve its generative SEO visibility?
This is something I’ve been thinking about lately with how AI search and generative answers are evolving.
In traditional SEO, negative press is usually just… bad. It hurts CTR, trust, conversions, all of that.
But with generative AI, I’m starting to wonder if the equation is a bit different. If a brand is being talked about a lot good or bad, does that increase the chances of it getting picked up and mentioned in AI-generated responses?
Like, if there are enough Reddit threads, forum posts, complaints, or debates about a brand, does that actually increase its “visibility footprint” in the data AI pulls from?
And if that’s true, does sentiment even matter as much anymore, or is it just about volume and presence?
u/TheDearlyt — 1 day ago