Interactive Assessment

SaaS Survival Score

How exposed is your SaaS to the Great Interface Inversion? Rate your company across six dimensions and see your survival probability across three horizons.

1
Revenue Model
How is your pricing structured today?
3
100% per-seat licensing Fully consumption / outcome-based
1 2 3 4 5
2
Data Moat Depth
How defensible is your proprietary data asset?
3
No proprietary data, UI wrapper only Deep knowledge graph, agent-readable
1 2 3 4 5
3
API / MCP Readiness
Can AI agents consume your product programmatically?
3
No API strategy MCP server live, agents consuming at scale
1 2 3 4 5
4
Agent Cannibalization Strategy
Are you proactively disrupting your own seat-based model?
3
Protecting seats, no plan Actively self-cannibalizing into infrastructure
1 2 3 4 5
5
Category Exposure
Select the category that best describes your product
6
Current Annual Revenue
For context only — this does not affect your score
$
Annual Recurring Revenue (ARR). Used for display purposes only.
Overall Survival Score
0/100
Survival Probability by Horizon
H1 Survival 2025 – 2028
0%
H2 Survival 2027 – 2030
0%
H3 Survival 2030 – 2035+
0%
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