Agent adoption infrastructure
OMNIDOM helps agent-facing products get discovered, selected,
connected, and successfully used by AI agents.
Find why agents miss your tool or fail to use it.
Get a clear plan to improve—and evidence that it worked.
Check the latest deployment for my project.
Same task · updated authentication docsBlocked connection → completed task.
EXAMPLEOMNIDOM retests the workflow after the change. The agent authenticates, retrieves the deployment, and completes the task.
APIs / MCP servers / Connectors / CLIs / Developer tools
What OMNIDOM does
Shipping is the beginning. Agents still need to find your product, understand its capabilities, and complete a task with it. We help you close the gaps between those steps.
WHAT YOU GET
See where discovery falls short, why a tool gets passed over, and where authentication or execution stops the task.
Prioritized recommendations for discoverability, tool descriptions, schemas, authentication, and endpoint behavior.
Compare the same workflows before and after a change. Track completed tasks and, where data is available, repeated use.
01 / Discovery
A capable tool can stay outside an agent’s consideration. OMNIDOM examines your search presence, documentation, registry listings, and integrations to find the gaps that keep your product out of relevant workflows.
“Check whether the latest
deployment is ready.”
Returns the most recent deployment for a project, including its current status.
GET /v1/projects/{project_id}/deployments/latest
Describe the task this endpoint solves alongside its inputs and output. Give agents enough context to choose it for a deployment-status request.
Unclear schemas, rejected credentials, and failing endpoints can stop an agent before it delivers value. OMNIDOM traces realistic workflows to show where the task breaks, what caused it, and what your team should change.
ONE TASK. TWO OUTCOMES.
Illustrative deployment API workflowThe agent finds the right endpoint. Missing authentication guidance stops the request before it can return a result.
GET /deployments/latest
− Authorization header missingWith explicit auth instructions, the agent sends a valid request. OMNIDOM repeats the task to verify the change.
{
"status": "ready"
}Add the required header and a working request example beside the endpoint. Your team ships the change; OMNIDOM verifies the outcome.
Authorization: Bearer <API_KEY>As your product, agent behavior, and discovery surfaces change, OMNIDOM keeps finding friction and measuring the effect of each improvement.
OMNIDOM analyzes how agents encounter and use your product.
Your team gets specific recommendations tied to observed failures.
OMNIDOM repeats comparable workflows after changes are made.
Track completed tasks and repeated usage to guide the next improvement.
What we measure
Track the entire path to adoption. Pinpoint the step holding your tool back, then measure what changes.
Presence in the sources agents search.
Tool choice for a relevant task.
Successful setup and authentication.
A usable result that completes the task.
Continued use, where usage data is available.
Compare equivalent workflows before and after each change.
A little more context
Evidence of adoption bottlenecks, recommendations for changes to your product and its supporting surfaces, and retest results showing whether those changes helped. The goal is to improve discovery, selection, connection, task completion, and repeated usage.
SEO and GEO focus on visibility in search and generated answers. OMNIDOM follows what happens next: whether an agent selects your tool, connects to it, completes a useful task, and uses it again.
The starting point is your public documentation and the workflows you want agents to complete. Authenticated workflows may also need a scoped test credential and a safe test environment. The exact access depends on your product and is agreed before a run.
Compare the same tasks and conditions before and after a change. Look at discovery, selection, successful connections, and completed tasks separately. Where usage data is available, track whether those improvements carry through to repeated use.
APIs, MCP servers, connectors, CLIs, developer tools, and other services agents can invoke. The common thread is a product an agent needs to understand, choose, and use on someone’s behalf.
No. Each agent has its own discovery surfaces, capabilities, and constraints. OMNIDOM helps identify and improve the factors you can influence, then measures outcomes in the workflows you evaluate.
Build for the agent economy
Help agents find your tool—and finish the task with it.
Turn missed discovery and failed requests into a clear improvement plan.