Local branding in 2026 is not about directory listings. Large language models now operate as a parallel discovery layer for professional services buyers - and only 1.2% of business locations are recommended by ChatGPT. The firms that win are building entity infrastructure, not polishing Google profiles. The post Local Branding: How LLMs Rank Local Business Entities is by Stuart Crawford and appeared first on Inkbot Design . 💡 Need Design Help? Transform your brand with professional design servic