AI for Ad Targeting and Personalization

Deliver relevant, privacy-aware ads using AI-driven targeting, creativ

Ad targeting aligns audiences, context, and creatives to maximize relevance and ROI. AI enhances prediction, creative matching, bidding, and frequency control.

Privacy, consent, and policy compliance are mandatory; avoid sensitive targeting without explicit permission. Higher ROAS and user experience via accurate, transparent, and compliant targeting and personalization.

Propensity scoring, lookalikes (consent-based), contextual relevance,

Audience builder, creative selection, real-time bidding, frequency control, experimentation, and measurement dashboards. Data quality checks, consent enforcement, brand-safety controls, model versioning, and holdout testing.

This approach allows for highly targeted campaigns while maintaining user trust and adhering to privacy regulations.

live demo · related simulation● LIVE

Implementation Blueprint

Foundation: Consent/TCF alignment; data minimization; taxonomy for audiences/creatives; brand-safety policies; measurement plan. This provides a structured approach to deploying AI-powered targeting.

Pilot: Limited markets and placements; run A/B with holdouts; validate lift, brand safety, and user experience; tune bids and caps. A phased rollout minimizes risk and allows for iterative optimization.

Frequently asked questions

What are the reason codes used in targeting, and what controls do marketers have?

Reason codes for targeting; clear controls for marketers.

How do holdout testing, lift studies, and drift monitoring contribute to effective AI targeting?

Holdouts, lift studies, and drift monitoring on models and feeds.

How do consent-based lookalikes improve return on advertising spend (ROAS) without increasing cost per acquisition (CPA)?

Consent-based lookalikes improved ROAS without raising CPA.

How does persona-based creative selection impact click-through rates (CTR) and conversion rates?

Persona-based creative selection raised CTR and conversion rate.

▶ Try it live

Everything above runs in your browser — open Earthquake Wave Propagation Simulation and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.

▶ Open Earthquake Wave Propagation Simulation simulation