AI Cannibalization Risk
76.2%
Overall migration likelihood to voice/LLM agents
Intent Bypass Index
83.3%
Percentage of steps zeroed out by direct LLM answer
Defensibility Score
23.8%
Retention moat strength against conversational bypass
Critical Vulnerabilities
3 Steps
High priority direct agent displacement
Traditional Flow vs. Conversational LLM Displacement
Traditional App Path
Agent Direct Bypass
Retained Moat Step
User Journey Step-by-Step Risk Breakdown
Strategic Pivot Recommendations for Defense