Rand Fishkin proved AI recommendations are inconsistent – here’s why and how to fix it

AI outputs vary because confidence varies. Corroboration and entity optimization turn inconsistent AI visibility into consistent presence.

See ChatGPT’s hidden bias about your state or city

Researchers uncovered hidden biases in ChatGPT’s assessment of people from different places. See how the chatbot ranked your ...