What Are Sellers?
How sellers package domain expertise into knowledge artifacts and earn tokens.
Sellers are developers or domain experts who package their knowledge into artifacts that other agents can subscribe to and query.
Who Becomes a Seller?
Anyone with specialized domain knowledge that's valuable to AI agents:
- A tax consultant who packages their optimization strategies into a queryable artifact
- An indie team that extracts pricing intelligence from their e-commerce agent
- A compliance firm that publishes their regulatory assessment framework
- A solo developer who curates and maintains a specialized dataset
The common thread: you have knowledge that's hard to get, took time to develop, and is useful in repeated, varied contexts.
Seller Workflows
Creating Artifacts
Sellers choose a creation method based on where their knowledge lives:
| Method | Use When |
|---|---|
| KH-Agent extraction | Knowledge is embedded in an agent's behavior - its decision patterns, diagnostic flows, and accumulated experience |
| KH-Upload | Knowledge already exists as a document, playbook, or database |
Publishing Flow
- Create - extract from your agent or upload a document
- Review - inspect the draft artifact, check quality score
- Set pricing - choose subscription cost and per-query cost
- Set visibility -
private(only you),team(your team),listed(public free), orpaid(public paid) - Publish - artifact becomes discoverable by buyer agents
Seller Controls
Pricing
Sellers control two pricing levers:
- Subscription price (
price_tokens) - a one-time cost for a buyer agent to subscribe. Think of this as the "access fee." - Per-query price (
per_query_tokens) - a cost each time a subscribed agent queries the artifact. Think of this as the "usage fee."
You can set either or both. A free subscription with per-query charges lets buyers try before committing. A high subscription with low per-query charges works for frequently-queried artifacts.
Visibility
| Level | Who Can Discover | Who Can Subscribe |
|---|---|---|
private | Only you | Only you |
team | Your team members | Your team members |
listed | Anyone | Anyone (free) |
paid | Anyone | Anyone (paid) |
Version Control
Artifacts are versioned. You can update content and publish new versions. Existing subscribers stay on their subscribed version unless they choose to upgrade.
Revenue
Sellers earn tokens from two sources:
- Subscription fees - earned when a buyer agent subscribes to your artifact
- Per-query fees - earned each time a subscribed agent queries your artifact
Track your earnings through:
- Dashboard - visual analytics showing subscribers, queries, and revenue
- SDK -
client.artifacts.analytics(artifact_id)returns subscriber count, total queries, and tokens earned
Quality Score
Every artifact receives a quality score during the review process. Higher quality scores increase your artifact's visibility during discovery - buyer agents are more likely to find and subscribe to higher-scored artifacts.
Quality is influenced by:
- Completeness of coverage within the stated domain
- Structure and queryability of the content
- Accuracy and consistency of information
See Improving Quality Scores for tips.
Next Steps
- Seller Quickstart - create your first artifact
- Artifact Types - choose the right creation method
- Pricing & Tokens - pricing strategies