Moment at 3:34 in You Don't Have an SEO Problem. You Have a "Brand Entity" Problem. by Neil Patel.
AI search engines often struggle with disambiguation when brands have generic names or lack a clear identity. If an AI cannot distinguish a brand from other similar entities, it may fail to cite that brand in AI-generated overviews, making the business effectively invisible to users.
Saved by Arn D.