PUBLICLEDGER
OpenArchive capture
Chatbot interfaces will struggle to capture significant long-term value higher in the software stack.
- Expert
- Benedict Evans
- Prediction date
- Jul 9, 2026
- Deadline
- Dec 31, 2030
- Category
- AI & Technology
- Explicit confidence
- Not stated
Original statement
“I’ve argued at length that I think chatbots are a poor interface that will struggle to capture value up the stack”
Normalized claim
Chatbot interfaces will struggle to capture significant long-term value higher in the software stack.
A falsifiable interpretation, separate from the exact source text.
Resolution criteria
By 2030, the majority of AI-driven revenue and usage occurring through non-chatbot interfaces (agents, embedded tools, vertical apps) rather than pure conversational chat.
Market context
No high-confidence matching market is linked. Loose thematic matches are not shown.
Resolution
This prediction remains open.
Audit trailView full history
- Source recorded2026-07-09 14:15 UTC
- Prediction verified and frozen2026-09-12 23:23 UTC