Marketing
How Pinterest Built Visual Personalization at 500M-User Scale
Pinterest is the canonical case in visual personalization at consumer scale. 500M+ monthly active users, 6.5B+ product pins, $3B+ annual ad revenue. The visual search algorithm, the purchase-intent signal, the Lens feature, and the 14 years of algorithmic refinement behind one of the most-studied personalization operations.