Insights • AI Visibility
Getting found and recommended in AI answers
How ChatGPT, Google’s AI Mode, Gemini, Claude and Perplexity decide which businesses to name, and the practical work that makes a business easier to describe, verify and recommend.
Articles
Local Search · · 7 min read
One Business, One Set of Facts: The Local Search Fix That Helps You on Google and in AI Answers
Your name, address, phone, hours, services and service area are listed in dozens of places. When those listings disagree, you quietly lose visibility in Google, Maps and AI answers. A plain guide to cleaning it up.
AI Visibility · · 7 min read
How AI Assistants Decide Which Local Business to Recommend
An AI assistant builds its local recommendations from evidence it can find and cross-check. A plain-English look at that evidence, and the order I’d fix it in.
AI Visibility ·
How NUDGE Measures AI Visibility for a Local Business
Why a readiness score and an observed recommendation sample are kept apart, what each one records, and what neither can claim.