Twilio Segment + SegmentStream: advanced marketing attribution in your own data warehouse
Already send Segment events to your warehouse? You have what you need for cross-channel attribution, marginal ROAS and budget optimization.

- Cross-channel attribution: across devices, from first touch to closed revenue
- Marginal ROAS for every campaign: see which ones still have room to grow and which are saturated
- Budget recommendations: push them to your ad platforms in one click
- Traits back in Segment: predicted LTV, lead score and true acquisition channel for your Engage audiences