1. They don't follow your funnel
An agent might discover you through documentation, inspect an SDK, call an MCP tool, hit an API and authenticate, all as part of one task. Your product sees separate interactions. The agent experiences one journey.
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The problem
Your product was built for humans.Agents use it differently.
The solution
See your product through an agent's eyes.
Reconstruct every journey
Agentrail turns fragmented activity across your website, docs, APIs, SDKs, MCPs and tools into the actual task an agent was trying to complete.
See exactly where agents struggle
Understand where agents hesitate, retry, take unnecessary steps or fail completely, so you can spot friction across the full product experience.
Ship fixes, watch completion rise.
Clear changes across docs, auth, APIs, SDKs and MCPs, then measured against real traffic, not a test run.
Why it matters
The easier your product is for agents, the more useful it becomes to them.
Agent usability becomes distribution.
Agents discover yourproduct
Agents find you through docs, SDKs, MCP tools and APIs, not your homepage.
Agents try to completea task
An agent reads, calls and authenticates as one continuous journey.
Agentrail finds where they struggle
We reconstruct the journey and pinpoint where agents hesitate, retry or fail.
You improve theexperience
Docs, auth, APIs and tooling, prioritised by the friction that matters most.
More agent taskssucceed
Every unblocked task makes the next agent more likely to finish.
Agent usability becomes distribution.
Agents discover yourproduct
Agents find you through docs, SDKs, MCP tools and APIs, not your homepage.
Agents try to completea task
An agent reads, calls and authenticates as one continuous journey.
Agentrail finds where they struggle
We reconstruct the journey and pinpoint where agents hesitate, retry or fail.
You improve theexperience
Docs, auth, APIs and tooling, prioritised by the friction that matters most.
More agent taskssucceed
Every unblocked task makes the next agent more likely to finish.
The features
Everything you need to build for agent users.
“Before Agentrail, we could not attribute agent users, leaving 10% of revenue on the table. Agentrail helped us identify them, recover 15% of lost users, and improved our docs and MCP to drive conversion.”
15%users recovered
Pricing
Your analytics saw the traffic. It never saw the task.
Free
01
Start with journeys, simulations and readiness at no cost.
$0/ month
Includes
- Up to 100 agent journeys / month
- 10 simulation runs / month
- Weekly Agent Readiness scans
- Recommendations from all three
- 1 product surface
- Community support
Hit a limit?Add a card
Pay as you go
02
Pay only for the journeys and runs you use.
$0.10/ journey
Includes
- Unlimited journeys, billed per journey
- Simulation runs at $1 each after the free 10
- Agent Readiness and Recommendations included
- Docs, auth, APIs and MCP surfaces
- Priority support
Faq
Questions teams usually ask us.
How does Agentrail know which interactions belong to the same agent journey?
Agentrail uses a combination of request, behavioral, temporal and product-level signals to fingerprint agent activity and reconstruct related interactions into a single task journey.
What parts of our product can Agentrail analyse?
Agent journeys can span websites, documentation, APIs, SDKs, MCP servers, tool calls, authentication flows and other product surfaces.
Do we need to change our product or instrumentation?
Agentrail works with signals from your existing systems. The exact integration depends on your stack and the surfaces you want to understand.
What does Agentrail actually tell our product team?
You see what agents are trying to accomplish, the path they take, where they struggle or fail, recurring usability problems and recommendations for improving those experiences.
Is this only useful if we already have a lot of agent traffic?
No. Early agent journeys can expose product assumptions that work well for humans but make your product difficult for autonomous users.
How is this different from analytics or observability?
Those tools help you understand traffic, events and system behaviour.
Agentrail reconstructs the user experience of the agent itself: what it was trying to accomplish, how it interacted with the product, where the experience failed and how to improve it.
How is this different from agent evals or simulations?
Evals test agents you configure on tasks you script. Agentrail reconstructs the real agents and tasks already in your traffic. Most teams use both.
How do you know which requests belong to the same agent journey?
We combine request, behavioural, timing and product signals to fingerprint agent activity, then stitch related interactions into one task journey.
