Counter-positioning, network effects strongest AI moats
A new Crunchbase News analysis of 576 AI tech startups that raised over $50 million since early 2025 finds the real competitive advantage—or moat—now comes from business model innovation or network effects, not just having AI. Only about 5% use these strong moats, but they're valued much higher than peers. Investors are paying close attention, as AI itself no longer sets companies apart.
- 576 AI B2B startups analyzed
- Only 5% use counter-positioning or network effects
- Those 5% see much higher valuations
- AI alone isn’t enough for investor interest
Sources covering this
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