The diagnosis
Sentinel Ridge still leads this sample on recommendations, carried by trade coverage and two vendor round-ups.
Read-only sample
Cybersecurity · Day 90 rescan · 112 answers scored · ChatGPT, Claude, Google AI Overviews and Google AI Mode
Day 0 → Day 90
VAIV Score
3% → 14%
Cited in answers
4% → 16%
Surfaces recommending you
1 of 4 → 4 of 4
Cited in 16.07% of answers
Competitive benchmark
Sentinel Ridge still leads this sample on recommendations, carried by trade coverage and two vendor round-ups.
The report traces the third-party sources backing competitors when Northwind Cyber is absent.
Priority actions rank earned media, trade media, top 10 lists, awards and third-party mentions.