Build LLM mini-apps — and monetize them safely
We help MCP-powered mini-apps in ChatGPT and Claude earn revenue with a relevance-first ad network. You ship the app. We plug into context and provide links that the LLM chooses to show only when they fit.
High-level info here. Details on a call or in chat — email dev@kone.vc or book time at Calendly.
How it works
Based on the user’s request and conversation context, the system selects the most relevant services and provides short descriptions and links that fit the intent.
ChatGPT (or Claude) chooses if and how to include links in the final answer. That means users see links only when they’re actually helpful — and developers are protected from irrelevant ad spam.
Monetize your mini-app via our LLM ad network
We help developers earn from usage by connecting their MCP servers to our advertising network. We plug into the user context and provide relevant links — the LLM decides what to show. You get full analytics and transparent statistics.
Choose what fits your UX and audience.
Links are recommendations, not inserts. ChatGPT chooses what’s relevant — so your users don’t see random ads, and your product stays clean.
We provide reporting you can trust: clicks, conversions (where available), revenue, and breakdown by placement type.
We moderate advertisers on our side and bring access to hundreds of thousands of advertisers via our ad partners. You get a reliable monetization partner for your LLM mini-apps.
Try it in 2 minutes
Start with our reference app: Business Helper. It shows how MCP mini-apps behave inside ChatGPT and Claude. Full details on the Business Helper page.
https://go.kone.vc/business
After connecting, try a prompt like this (the app will pull relevant experience and recommendations):
I’m launching a B2B SaaS. Give me a step-by-step GTM plan for the next 30 days, and recommend the most relevant videos to watch first.
Partner with us
High-level overview here — we’ll go into implementation details on a call or in chat.
For mini-app developer partnerships:
Let’s discuss setup, monetization, and rollout.
FAQ
Will my app show irrelevant ads?
No. We provide candidate links, and the LLM decides what’s relevant to include. This protects UX from random placements.
Where does the integration happen?
At the MCP level. We connect through your MCP server integration so monetization works naturally inside the LLM workflow.
Do you provide analytics?
Yes — transparent reporting so you can see performance and revenue clearly.
What’s the next step?
Email dev@kone.vc or book a call at Calendly.
Ship your mini-app. We’ll help you monetize it.
MCP-level integration, relevance-safe links, and transparent analytics — built for LLM-native products.