AI & Machine Learning

We find the ready-to-act few.

Models trained on our own network route every impression toward the readers most likely to convert — and away from the ones who never would.

The thesis

Intent is a signal, not a guess.

Every property we publish generates first-party behavioral and contextual signal — what readers click, linger on, finish, and return for. Our models turn that signal into a live propensity score for every audience segment, and route spend toward the people scoring highest for a given brand, in real time, continuously re-learning from what actually converts.

3.4xHigher engagement
-38%Wasted spend
BillionsSignals processed daily
Real-timeIntent scoring

How it works. Signal to delivery.

01

Signals.

  • First-party behavioral data across every owned property
  • Contextual signal from content, device & time
  • Consented, cross-channel, network-wide
02

Models.

  • Propensity models per vertical & brand
  • Lookalike modeling off best-converting cohorts
  • Continuous retraining on live outcomes
03

Scoring.

  • Per-user intent score, updated in real time
  • Thresholds tuned to each brand's goal, not ours
  • Low-intent traffic filtered before it ever serves
04

Delivery.

  • Spend routed to highest-propensity segments
  • Distribution across owned & social channels
  • Continuous optimization against live results

What it gets you. Beyond the score.

01

Predictive audiences.

  • Segments built on likelihood to act, not demographics alone
  • Refreshed continuously as behavior shifts
02

Lookalike expansion.

  • Grow reach from a brand's best-converting cohort
  • New audiences without diluting response rates
03

Creative optimization.

  • Automated testing across hooks, formats & angles
  • Winners promoted automatically, losers cut fast
04

Fraud & quality filtering.

  • Bot & low-quality traffic screened before spend
  • Ongoing anomaly detection across the network
05

Privacy-safe by design.

  • Built on consented, first-party data only
  • No reliance on third-party identity graphs
Work with us

Stop paying for impressions that don't act.