The agent channel · measured
The agent weighed three options.
Yours wasn't one of them.
As more software gets used through coding agents, the agent decides what gets picked — and you have no visibility into it. PickRate runs real agents against your product and shows you the moment they choose someone else, with the transcript as proof.
tested across claude code · cursor · codex — real runs, not a checklist
The problem
You optimized for humans and search engines. The buyer changed.
Every dashboard you own assumes a person is choosing. Increasingly, it's an agent — and it never tells you it looked.
Agents pick before you know they looked
A coding agent reads a few docs, tries an install, and commits to whatever worked first. There's no analytics event for the SDK it silently ruled out.
Your funnel can't see the agent channel
Sessions, sign-ups, and attribution all assume a human. When the agent is the user, your dashboards go quiet exactly where the decision happens.
Small friction becomes total loss
One ambiguous auth step or a vague tool description doesn't cost you a percentage — the agent moves on to the option it could finish.
How it works
Run real agents. Measure the decision. Ship the fixes.
- 01
Run the workflows
We give 3+ agents the real tasks your customers hand them, with and without your product in reach.
- 02
Measure selection & failures
Every run is scored: did the agent pick you, where did it stall, what confused it. The transcript is kept as evidence.
- 03
Deliver prioritized fixes
You get a ranked list — docs, tool descriptions, schemas, MCP surfaces — ordered by expected impact on selection rate.
What the audit measures
The numbers a founder actually asks for.
Every figure traces back to a real transcript you can open. Representative benchmark — your audit reports your own product's numbers.
Selection rate — how often agents picked you over a competitor
240 runs · 3 agents
Runs where the agent picked you but your setup silently failed
auth · schema · docs
Prioritized, specific fixes — ranked by selection-rate impact
tool descriptions · MCP · docs
Each metric links to the exact agent transcript that produced it — proof, not a score.
Who it's for
Built for the teams agents reach for first.
If your buyer is a developer — or increasingly, the agent working on that developer's behalf — the agent channel is already deciding your win rate. Seed to Series B, we help you see it and move it.
Free audit
See exactly how agents treat your product — for free.
We'll run real agents against your product and send you the transcript-backed audit. No access to your code required.
Request a free audit