AI can't cite an entity it can't pin down. Most brands are a blur.

AI can't cite an entity it can't pin down. Most brands are a blur.
The entity-consistency sweep, do it in an afternoon:
— List every way your brand/product name appears across the site, socials, and bios
— Pick ONE canonical name, fix the rest
— Same for your founder: one name, one title, one one-line description everywhere
— Make sure your homepage states plainly "X is a [category] that [does what]"
— Add sameAs links pointing to every profile you control
Inconsistent naming reads as three weak entities, not one strong one. Ambiguity is the opposite of authority. Tell me I'm wrong.