AI Visibility Leaderboard
Software and Information Technology AI Brand Rankings
Software and Information Technology leaderboard tracks how brands appear across 7 major AI engines. Rankings update as new completed runs become available, giving teams a baseline for measuring category visibility before engine-specific gaps emerge.
Software and Information Technology recommendations can vary by engine and by prompt context. This leaderboard tracks which brands appear most consistently across 7 major AI engines and highlights where category visibility is concentrated.
AI answer engines increasingly shape how people shortlist Software and Information Technology brands before they ever click through to websites. Tracking this leaderboard helps teams understand category share of voice, spot leaders, and identify where engine-specific optimization may improve visibility. It is most useful when read alongside mention rate, score gaps, and engine-level outliers rather than as a single static ranking.
Software and Information Technology publishes 10 ranked brands from the accepted leaderboard snapshot. Microsoft is rank 1 with composite index 95.4.
Brand rankings
| Rank | Brand | Visibility score | AI engine summary |
|---|---|---|---|
| 1 | Microsoft | 95.4 | Rank 1 in Software and Information Technology with composite index 95.4; mention rate 92 |
| 2 | Oracle | 68 | Rank 2 in Software and Information Technology with composite index 68; mention rate 84 |
| 3 | Salesforce | 64.6 | Rank 3 in Software and Information Technology with composite index 64.6; mention rate 76 |
| 4 | SAP | 62 | Rank 4 in Software and Information Technology with composite index 62; mention rate 68 |
| 5 | Adobe | 49.73 | Rank 5 in Software and Information Technology with composite index 49.73; mention rate 52 |
| 6 | IBM | 38.4 | Rank 6 in Software and Information Technology with composite index 38.4; mention rate 48 |
| 7 | ServiceNow | 33 | Rank 7 in Software and Information Technology with composite index 33; mention rate 36 |
| 8 | Intuit | 20.25 | Rank 8 in Software and Information Technology with composite index 20.25; mention rate 0 |
| 9 | Atlassian | 19 | Rank 9 in Software and Information Technology with composite index 19; mention rate 5 |
| 10 | VMware | 15 | Rank 10 in Software and Information Technology with composite index 15; mention rate 0 |
Methodology FAQ
How is the Software and Information Technology leaderboard calculated?
Overall ranking combines the latest AI visibility signals across tracked engines for Software and Information Technology, including rank position, recommendation strength, and mention-rate patterns.
Why can the current leader 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 Software and Information Technology leaderboard updated?
This leaderboard updates whenever new completed runs are available for Software and Information Technology, 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.