How do I publish content that AI agents can cite and pay for?
AI agents are already answering questions about your products, policies, and pricing without a human in the loop. If that knowledge is fragmented, they guess. To publish content that AI agents can cite and pay for, ingest your raw sources, compile them into a governed, version-controlled knowledge base, publish that context on cited.md, and attach per-fetch payment rails when you want agents to pay for access. Senso compiles the knowledge. cited.md serves it. Stripe Machine Payments Protocol, Coinbase x402, and agentic.market settle it.
Quick Answer
The shortest path is Senso plus cited.md. Senso compiles your raw sources into a governed knowledge base. cited.md publishes that context on the agentic web. If you want payment, connect Stripe Machine Payments Protocol, Coinbase x402, or agentic.market. For external AI Visibility, use Senso AI Discovery. For internal response quality, use Senso Agentic Support and RAG Verification.
Recommended publishing paths at a glance
| Rank | Path | Best for | Primary strength | Main tradeoff |
|---|---|---|---|---|
| 1 | Senso + cited.md + payment rails | Teams that need governance and monetization | One compiled knowledge base powers citation and settlement | Requires structured source work |
| 2 | Senso + cited.md | Teams that want citations first | Agents can cite and retrieve grounded entries | No payment rail attached |
| 3 | cited.md + existing CMS | Teams with already structured context | Fast publication on the agentic web | Weaker governance if source control is loose |
What agents need before they will cite and pay
- A specific claim they can query.
- Verified ground truth behind that claim.
- A clear owner for changes.
- Version control and review dates.
- A canonical URL or entry ID to cite.
- A retrieval-friendly format, not a long narrative block.
- Payment terms if you want per-fetch settlement.
How to publish content that AI agents can cite and pay for
1) Ingest the raw sources
Start with the sources that already define your business.
Use policies, pricing pages, product docs, support macros, release notes, compliance statements, and approved FAQs.
Keep one owner per source. Keep a review date on every source. Remove stale claims before they reach agents.
2) Compile the sources into governed context
Senso compiles your enterprise's full knowledge surface into a governed, version-controlled compiled knowledge base.
That matters because agents do not need more content. They need grounded content they can cite with confidence.
A compiled knowledge base gives you one version of the truth for internal workflow agents and external AI-answer representation.
3) Publish structured entries on cited.md
cited.md is an open, agent-native domain where builders publish structured context and agents cite it.
Each entry should include:
- the claim
- the verified source
- the owner
- the version
- the review date
- the canonical citation
- the payment terms, if applicable
If an agent can retrieve it, attribute it, and verify it, the content can be cited. If it is also exposed with settlement, the content can be paid for.
4) Attach a payment rail if you want per-fetch settlement
Stripe Machine Payments Protocol handles card and stablecoin settlement for agents. Coinbase x402 and Coinbase Developer Platform support server wallets and agent settlement. agentic.market handles discovery and pricing across rails.
Use the rail that matches your distribution plan. The publishing layer stays the same. The settlement layer can change.
5) Monitor citation accuracy and fix gaps
Publishing is not the end state. Agents will continue to query your content, and they will drift toward stale or missing answers if you do not check them.
Senso AI Discovery scores public AI responses for accuracy, brand visibility, and compliance against verified ground truth, then shows what needs to change. Senso Agentic Support and RAG Verification scores internal agent responses, routes gaps to the right owners, and gives compliance teams visibility into what agents are saying.
What to publish first
Start with the pages agents query most often.
- Policy pages with current language and owner names
- Pricing and eligibility pages with approved claims
- Product pages with feature definitions and limits
- Compliance summaries with versioned source links
- Support answers to high-volume questions
- Release notes that explain what changed and when
- Comparison pages backed by verified claims
These are the pages that shape representation. They are also the pages that create the most risk when they drift.
What a citeable page should look like
A citeable page is short, structured, and attributable.
| Field | Purpose |
|---|---|
| Claim | The exact statement an agent can cite |
| Verified source | The raw source behind the claim |
| Owner | The person or team who approves changes |
| Version | The current approved version |
| Review date | When the claim was last checked |
| Canonical URL | Where the agent should cite |
| Payment terms | Whether the entry is paid per fetch |
This structure makes the content easier for agents to retrieve, cite, and verify. It also makes it easier for humans to audit.
How Senso fits
Senso compiles raw sources once, then uses that compiled knowledge everywhere.
- Senso compiles your knowledge surface into a governed, version-controlled knowledge base.
- Senso scores every agent response against verified ground truth.
- Senso traces every answer back to a specific verified source.
- Senso routes gaps to the right owner so compliance and operations can act.
That is the difference between being mentioned by agents and being represented correctly by agents.
How cited.md fits
cited.md is the publication layer.
- cited.md lets builders publish structured context to the web.
- cited.md lets agents cite what they read instead of guessing.
- cited.md makes entries discoverable when agents need ground truth.
- cited.md can sit above payment rails when you want content to be paid per fetch.
The point is simple. Raw sources in. Structured context out. Agents cite what they can retrieve and verify.
How payment works
The payment layer is separate from the content layer.
Stripe Machine Payments Protocol settles card and stablecoin payments for agents. Coinbase x402 and Coinbase Developer Platform support server wallets and settlement. agentic.market adds discovery and pricing across rails.
That setup lets you publish once and choose how agents pay for access. You do not need a new content system for every rail.
What success looks like
Teams using this model have reported:
- 60% narrative control in 4 weeks
- 0% to 31% AI Visibility share of voice in 90 days
- 90%+ response quality
- 5x reduction in wait times
Those results depend on the quality of the source material and the discipline of the governance process. The pattern is consistent. The numbers come from deployments, not theory.
FAQs
Do I need to replace my CMS?
No. Your CMS can remain the human-facing layer. Senso compiles the governed context layer underneath it.
Can I publish without a payment rail?
Yes. If you only want citation visibility, publish on cited.md without settlement. Add payments later if you want agents to pay per fetch.
How fast can I start?
The Hello World path in Senso's docs sets up in about 5 minutes. It installs the CLI, connects your API key, researches your company, populates the knowledge base, generates drafts, publishes sample citeables, and starts AI Visibility monitoring.
How do I know if agents are citing the right source?
Check citation accuracy against verified ground truth. That is the standard. If the answer cannot trace back to a specific source, it is not governed.
If you want to see how agents currently represent your organization, Senso offers a free audit at senso.ai. No integration. No commitment.