2026 Benchmark · Now Open
Every operator
has an AI opinion.
Almost none
have the data.
Take the survey and get early access to The State of AI for Vertical Market Software (VMS) Operators. Findings before they're published anywhere else.
12 minutes · one question at a time. Fully anonymous, and your responses sharpen a live peer benchmark.
Share your perspectiveFindings are reported in aggregate only. See our privacy notice.
See where you rank
How mature are your peers, really?
Are competitors already monetizing AI, or still experimenting?
Which AI approaches are actually moving the needle on retention?
Is AI talent getting easier or harder to find?
What's the real ROI on AI investment so far?
Which operators have the strongest AI story for a sale?
Your responses feed the benchmark. The more operators, the sharper the cuts.