Era baru iklan digital: AI buy ads otomatis di milisecond. DSP (Demand Side Platform) jadi standar enterprise.
Buying ads otomatis lewat algoritma. Real-time bidding (RTB) di milisecond. Target audience presisi tinggi. Replace manual buying yang lambat dan inefisien. Sekarang 90 persen display ads dibeli programmatic.
DSP (Demand Side Platform): tempat advertiser buy. SSP (Supply Side Platform): tempat publisher sell. Ad Exchange: marketplace meet keduanya. DMP (Data Management Platform): audience data. Real-time bidding pakai semua ini.
Google DV360 (paling besar). The Trade Desk (independent). Amazon DSP (Amazon ecosystem). Adobe Advertising Cloud. Yahoo Ad Tech. Pilih sesuai goal dan inventory yang dibutuhkan. Setiap DSP punya kekuatan berbeda.
Demographic (age, gender, income). Geo (sampai zip code). Behavioral (cart abandoner, recently viewed). Contextual (page topic). Look-alike (similar to existing customer). Retargeting. Cross-device. Targeting precision yang tidak ada di traditional media.
Google deprecate third-party cookie. iOS App Tracking Transparency. Privacy regulation (GDPR, CCPA). Adapt: first-party data, contextual targeting, identity solutions (Unified ID 2.0), data clean room.