Your agent defines the question
It prepares a focused study you can review before real users choose to open it inside your product.
User feedback for AI agents
Connect your agent to real user feedback.
Your agent defines what it needs to learn. UserTold interviews real users inside your product and returns source-linked evidence your product or coding agent can act on.
Real usersIn-product interviewsSource-linked evidence
Interview evidence
A real user shows where the product breaks down
What the user said
"I tried this flow three times and still cannot find where to change billing settings."
/settings/billingVoice + screen
What returns to the agent
Billing settings are hard to find from the current flow.
Direct quotePage pathObserved behavior
The missing feedback loop
Your agent can ship code. It still cannot ask users what went wrong.
UserTold gives product agents a direct, reviewable connection to the people using what they build.
The user shows and tells
UserTold captures voice, screen, actions, page context, and answers from the real product experience.
Evidence returns to the agent
Quotes and observed behavior stay linked to their source, ready for a human or project-aware agent to verify and act on.
Evidence, not a generated opinion
Evidence your agent can inspect, not a summary it has to trust
Every finding stays connected to what a real user said or did, so the interpretation can be checked before it becomes work.
Source moment
“I expected billing to live under account settings, not workspace settings.”
Interview replay, transcript context, and the exact page path stay attached so a reviewer can validate the interpretation.
Interview replayPage pathBehavioral contextWork item link
Returned to the agent
Clarify where billing settings live
The quote, page path, and observed behavior remain attached. A human or project-aware agent verifies the evidence before routing work.
MCP · CLI · REST API · GitHub · Linear
See how agents use UserTold →Give your agent a way to ask
Talk to a real user and see what comes back.
Run an in-product interview, review the source-linked evidence, and give your agent a grounded next step.