Meta hasn't confirmed whether private messages on Threads influence ad targeting. However, engagement data like likes, follows, shares, and comments are tracked to refine ads. Cross-platform activity from Instagram, Facebook, and WhatsApp may also shape ad recommendations. You can limit ad personalization in Meta’s settings, but data collection continues.