Independent research measuring which brands the major AI engines name when buyers ask what to buy — category by category. Every index is read and judged one answer at a time: real buyer questions, run across five engines, every brand recorded and scored. New indexes published regularly.
Who AI recommends when buyers ask for the best online jewellery brand in India — across lab-grown and natural diamonds, gold, silver and fashion. One online-first brand outranks nearly every legacy house.
Read the index →Who AI recommends when buyers ask for the best field service software — three brands dominate, then a sharp cliff, and the five engines rarely agree on who comes next.
Read the index →These indexes are the category-wide view. A full audit shows your brand specifically — where you rank on each engine, who's recommended instead of you, and a prioritized plan to get named more often.
See how the audit works →
The Citation Desk