Why invest millions in AI tools that agents can replicate?
One thing I’m struggling to understand in the current AI startup hype:
A lot of YC-backed or heavily funded AI startups get copied insanely fast once the idea becomes visible. Within months, you often see:
- open-source alternatives
- AI agents replicating workflows
- cheaper clones
- wrapper products everywhere
The moat feels weak because distribution and UX are often the only defensible layers, while the underlying models become commoditized very quickly.
Meanwhile, deep-tech physical consumer products seem much harder to copy at scale because they require:
- supply chains
- manufacturing
- logistics
- certifications
- hardware iteration
- operational execution
So I wonder if VCs are currently over-allocating toward AI software and underestimating physical-world innovation.
AI definitely has value, but does every AI workflow startup deserve massive valuations when replication speed is becoming near-instant?
Curious to hear counterarguments from builders/investors here.
Posted May 7, 2026, 12:35 PM UTC