Visibility layer
Find and understand
Crawlability, entity clarity, structured content and answer-engine retrieval.
ESAGENT-READY WEBSITES
Your next customer may send an agent. Make sure it can act.
StudioNN designs websites that remain exceptional for people while publishing a reliable action layer for the agents working on their behalf.
Human experienceAgent interface
THE SHIFT
Being cited is useful. Being operable changes the business.
LLM visibility helps an answer engine understand and recommend a company. Agent readiness adds the next layer: the customer can ask their own agent to search, compare, configure, book or operate the service with the permissions they already have.
Action layer
Decide and complete
Capabilities, live tools, user context, permissions, confirmation and traceability.
THE FULL STACK
One web, two native interfaces.
The human interface and the agent interface share the same business logic. We design both as one product, then test whether each can finish the intended job.
Readable
Clear information architecture, semantic HTML, structured data and stable machine-readable documents.
- Semantic HTML
- Schema.org
- llms.txt
- Markdown
Discoverable
Explicit capability manifests and agent documentation so an agent knows what exists and how to connect.
- MCP manifest
- Capability map
- Agent guide
- Tool schemas
Operable
Typed tools connected to real business logic through WebMCP, remote MCP or existing APIs.
- WebMCP
- Remote MCP
- API adapters
- Live state
Governed
Authentication, permissions, validation and explicit confirmation for actions that create cost or change state.
- Session auth
- Role scopes
- Confirmations
- Audit trail
Measurable
Evaluations and instrumentation that show whether agents discover, complete and convert the intended jobs.
- Task evals
- Success rate
- Failure logs
- Agent attribution
WHERE REVENUE MOVES
Start with the job, never with the protocol.
The right first tool is the task that removes the most friction or unlocks the clearest commercial value.
Hospitality and travel
Search live availability, compare rooms, apply constraints and prepare or confirm a booking.
Commerce and retail
Find the right product, verify stock, configure an order and complete checkout with confirmation.
SaaS and business software
Query account data, create reports, update records and run controlled workflows inside the signed-in session.
Professional services
Qualify a need, assemble a scope, collect a structured brief and route it to the right specialist.
Real estate and marketplaces
Filter live supply, compare options, schedule a visit and keep user constraints intact.
Operations portals
Let authenticated agents retrieve status, open artifacts and move approved work through a defined process.
WHAT STUDIO NN SELLS
From audit to a maintained action layer.
A modular service. A company can begin with the foundation and add authenticated actions when the backend and business case are ready.
Agent Readiness Audit
A scored opportunity map, priority jobs, system gaps and the recommended implementation sequence.
Agent-Ready Foundation
Semantic content, structured data, machine documents, capability discovery and agent documentation.
Action Layer
WebMCP, remote MCP and API tools connected to the real jobs that matter to the business.
Agent Operations
Evals, monitoring, versioning and maintenance as agents, standards and business workflows change.
HOW WE BUILD IT
A small number of valuable tools, fully connected.
- 01
Find the valuable jobs
We map the questions and actions where an agent can remove friction or create revenue.
- 02
Design the contracts
Each tool gets a precise purpose, inputs, outputs, permissions and failure behaviour.
- 03
Connect the real system
We build the machine-readable layer and connect tools to inventory, booking, CRM, product or account systems.
- 04
Test the full journey
We run real agent workflows, test edge cases and measure completion before calling the system ready.
GOOD FIT
The opportunity is strongest when the website already sits on top of a real system.
- Customers repeat a complex search, quote, booking, purchase or account task.
- Live inventory, availability, pricing or account data already exists somewhere.
- The business can define what an agent may read, prepare and confirm.
- A completed task is worth more than another page view.
Not yet
- There is no valuable action beyond reading a brochure.
- The underlying data is not reliable or accessible.
- The project expects unrestricted autonomous actions without confirmations or controls.
THE GUARANTEE
The agent uses the system. It does not bypass it.
Authenticated tools inherit the user's session and permissions. Sensitive actions are validated on the server, narrowed to the minimum scope and designed with explicit confirmation. Public tools expose only public information.
No live data means no tool.
No confirmed action means no mutation.
LIVE PUBLIC INTERFACE
Connect an agent to StudioNN.
Use the remote MCP endpoint from a compatible client today. The same in-page tools activate where WebMCP is enabled for the browser and origin. The public interface is read-only and requires no authentication.
Callable tools
get_site_summaryREADlist_servicesREADget_agent_ready_serviceREADget_delivery_processREADlist_business_use_casesREADget_readiness_auditREADget_contact_optionsREADprepare_project_briefREADFIRST PROJECT
Choose one job worth making agent-native.
Send the website, business model and first task. StudioNN will map the opportunity before proposing technology or scope.