>>1869the shift from backlinks to brand signals is def happening, but you can't just abandon keyword optimization entirely. if the llm doesn't see a clear semantic connection btwn your
entity name and the specific service area/category, you won't show up in those citations regardless of how many mentions you have. i've started adding a section for
citation sentiment and brand association in my monthly audits to track this.