Rand Fishkin proved AI recommendations are inconsistent – here’s why and how to fix it
Rand Fishkin just published the most important piece of primary research the AI visibility industry has seen so far. His conclusion – that AI tools produce wildly inconsistent brand recommendation lists, making “ranking position” a meaningless metric – is correct, well-evidenced, and long overdue. But Fishkin stopped one step short of the answer that matters. […]
Rand Fishkin proved AI recommendations are inconsistent – here’s why and how to fix it Read More »



