Startup idea
Agent-Readable Capability Manifests
A service or software that converts traditional human-readable websites into 'agent readable' formats containing structured docs, schemas, policies, and action endpoints.
Opportunity7.0
Why now
To avoid becoming invisible as agents start executing tasks, booking services, and buying software on behalf of users.
Market gap
Websites are currently designed to persuade humans with slogans and videos, making them invisible and unusable to AI agents seeking structured capability and permission.
Business fit
- Type
- SaaS / Productized Service
- Target
- SaaS and e-commerce companies
- Revenue
- SaaS Subscription
- Founder
- Dev tools engineers, technical founders.
Scores
- Problem
- 9.0
- Feasibility
- 7.0
- Why now
- 10.0
- Go-to-market
- 7.0
- Confidence
- 9.0
Proof signals
- If an agent can't understand what you do and safely do something with you, you're basically invisible to them.
Keyword demand
| Keyword | Volume | Growth |
|---|---|---|
| Agent readable pricing pages | not enriched | not enriched |
| Capability manifests | not enriched | not enriched |
US English Google Ads volume from DataForSEO; growth uses returned monthly search history.
Source episode
The Next $100B Market: Selling to AI Agents10:47
Instead of just having landing pages, you want to have capability manifests. So agents care less about slogans, uh, and more about what they can act, what they can do with your product or service.
Topics
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