Shift Evidence: your
TOM Index snapshot

Infrastructure brands buyers and AI notice first.

Infrastructure 2026-07
336
Shift Evidence
Top of Mind
23.3
Top of Model
0.4
Composite
11.9

How AI sees Shift Evidence

Category Discovery 1.3
Buyer Scenarios
Executive Visibility

How buyers see Shift Evidence

Distinctiveness 33.3
Clarity 16.7
Trust
Resonance
Confidence 16.7

Category leaders

1
Nutanix
73.1
2
Microsoft
64.8
3
VMware
62.4
See the full Infrastructure leaderboard
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About the TOM Index

The TOM Index combines AI visibility and buyer perception signals to show which brands come to mind, shape the model set, and earn confidence. Learn more about our methodology

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