AI Visibility Leaderboard
Customer Data Platforms AI Brand Rankings
Customer Data Platforms publishes 7 ranked brands from the accepted leaderboard snapshot. Twilio Segment is rank 1 with composite index 90.29.
Brand rankings
| Rank | Brand | Visibility score | AI engine summary |
|---|---|---|---|
| 1 | Twilio Segment | 90.29 | Rank 1 in Customer Data Platforms with composite index 90.29; mention rate 90.4 |
| 2 | Adobe Real-Time CDP | 89.29 | Rank 2 in Customer Data Platforms with composite index 89.29; mention rate 89.6 |
| 3 | Salesforce Data Cloud | 89 | Rank 3 in Customer Data Platforms with composite index 89; mention rate 89.2 |
| 4 | mParticle | 87.39 | Rank 4 in Customer Data Platforms with composite index 87.39; mention rate 87 |
| 5 | RudderStack | 86.58 | Rank 5 in Customer Data Platforms with composite index 86.58; mention rate 86.2 |
| 6 | Tealium AudienceStream CDP | 85.94 | Rank 6 in Customer Data Platforms with composite index 85.94; mention rate 85.6 |
| 7 | Treasure Data CDP | 85.14 | Rank 7 in Customer Data Platforms with composite index 85.14; mention rate 84.6 |
Methodology FAQ
How is the Customer Data Platforms leaderboard calculated?
Overall ranking combines the latest AI visibility signals across tracked engines for Customer Data Platforms, including rank position, recommendation strength, and mention-rate patterns.
Why can Twilio Segment lead overall but differ by engine?
Each AI engine can prefer different brands, evidence, freshness, and recommendation patterns, so engine-specific rankings can diverge from the combined leaderboard.
How often is this Customer Data Platforms leaderboard updated?
This leaderboard updates whenever new completed runs are available for Customer Data Platforms, with the latest refresh date shown on the page.
How to read this page
This page uses the same leaderboard snapshot for its headline, visible metrics, and comparison table. Read rank together with visibility score: rank shows relative position in the current view, while the score records measured AI visibility. Nearby rows provide comparison context. Follow the related leaderboard links to compare the wider set of tracked entities and continue exploring pages based on the same snapshot.
Scores describe the data available for the snapshot date and should be read as a point-in-time comparison, not a permanent rating. Differences between rows show relative visibility within this leaderboard view. A later snapshot can change both rank and score when the underlying evaluations change. The static table keeps the primary comparison readable without requiring interactive controls.