This comparison analysis evaluates how exposed each company is to AI-driven disruption. Scores reflect AI integration across five dimensions — Revenue AI, Product, R&D, Internal, Infrastructure. Higher scores indicate deeper AI embedding, signaling both competitive strength and resilience to displacement.
Alphabet dominates decisively across nearly all dimensions, holding a 6-point overall advantage with near-perfect scores in Product Integration (97), R&D Investment (98), and AI Infrastructure (97)—the hard assets and capabilities that sustain competitive moats. Meta trails slightly but remains a formidable competitor, matching Alphabet in strategic depth while showing a meaningful gap only in Revenue from AI (85 vs. 88), suggesting it monetizes AI less efficiently despite comparable technical capabilities.
AI Exposure Score
How deeply AI is integrated into a company’s operations, products, and strategy. 0 = no AI presence, 100 = fully AI-native.
Disruption Threat
The risk that AI competitors or AI-driven market shifts could displace this company’s position. Higher = more vulnerable to disruption.