AI Visibility Leaderboard
Knowledge Management Software AI Brand Rankings
Knowledge Management Software publishes 7 ranked brands from the accepted leaderboard snapshot. Confluence is rank 1 with composite index 88.79.
Brand rankings
| Rank | Brand | Visibility score | AI engine summary |
|---|---|---|---|
| 1 | Confluence | 88.79 | Rank 1 in Knowledge Management Software with composite index 88.79; mention rate 89.8 |
| 2 | Notion | 88.09 | Rank 2 in Knowledge Management Software with composite index 88.09; mention rate 89 |
| 3 | Guru | 86.84 | Rank 3 in Knowledge Management Software with composite index 86.84; mention rate 86 |
| 4 | Document360 | 85.23 | Rank 4 in Knowledge Management Software with composite index 85.23; mention rate 84.4 |
| 5 | Stack Overflow for Teams | 84.05 | Rank 5 in Knowledge Management Software with composite index 84.05; mention rate 82.2 |
| 6 | Slite | 81.9 | Rank 6 in Knowledge Management Software with composite index 81.9; mention rate 81 |
| 7 | Bloomfire | 81.53 | Rank 7 in Knowledge Management Software with composite index 81.53; mention rate 80.8 |
Methodology FAQ
How is the Knowledge Management Software leaderboard calculated?
Overall ranking combines the latest AI visibility signals across tracked engines for Knowledge Management Software, including rank position, recommendation strength, and mention-rate patterns.
Why can Confluence 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 Knowledge Management Software leaderboard updated?
This leaderboard updates whenever new completed runs are available for Knowledge Management Software, 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.