Live dataset · grows with every grade
The Niche AI Citation Index
When buyers ask ChatGPT, Perplexity, or Google AI for the best option in a niche, these are the brands the engines actually name. Every number below is a straight count from a stored, real engine answer — sample size and dates shown, nothing modeled, nothing guessed.
Dataset so far: 168 real engine answers across 8 graded domains. A niche is published once it has at least 2 graded domains and 20 successful answers.
The first niches are still unlocking
We publish a niche only when it has enough real graded data to be honest about — at least 2 domains and 20 stored engine answers. Grade your domain and you move your niche toward the threshold.