
Advanced Personalization Signals for Bot Marketplaces — Privacy, On‑Device Models, and Revenue Signals (2026 Playbook)
Personalization drives conversion, but in 2026 the battle is won at the intersection of privacy, on‑device ML, and creator revenue signals. This playbook shows how directories can personalize responsibly and profitably.
