For product & UX leaders

Stop building
in the dark.

Most tools capture moments and bury them in reports nobody reads. UserContext correlates signals into one clear picture of your users, and delivers actionable insights where your team makes decisions.

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Private beta · limited early access

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Why UserContext

What it takes to actually understand your users

Four things your current tools leave out.

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The why, in their words

The user's real sentence, said on the real page the moment it happens. Not an inferred “they seemed confused,” and not a survey sent next week.

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Captured in full context

The click, the page, and the session it happened in, all attached. Not a number stripped of the story that explains it.

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The right users, grouped by intent

The same complaint can hide very different reasons. Grouped by what users are after, you see which pattern is real and which users to trust.

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What's working, not just what's broken

Users show you the feature they quietly rely on, not only the thing that frustrated them. Sometimes that's your real moat.

How it works

Everything connected, from friction to fix.

1

The Correlation

UserContext opens a conversation at the moment of friction, guides the user to a solution, then groups the insight by what the user was trying to do.

2

The Curation

Your product person or CTO uses UserContext's AI in Slack or on the web to surface and validate signals, with a receipt behind every claim. They approve what ships.

3

The Delivery

The validated picture ships as an MCP tool. Engineers call it from where they work, right beside the real codebase and live events.

The moat

The hard part isn’t the pipeline.

Anyone can copy the diagram. No one can copy the listening.

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The correlation is the hard part

Piping events into an LLM is the easy part. The hard part is fusing what users say with what they actually do, per session, into one trustworthy picture of why behavior changed. The chat just captures the signal. The correlation is what can't be shortcut.

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Every correlation sharpens the next

The say-versus-do pairs accumulate. When your team corrects a read, the routing learns from it. When a fix ships, the outcome gets checked against real behavior with statistical tests.

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The record is the product

A competitor can copy a diagram in a week. They can't copy what only exists because you have been listening to real users, in context, the whole time. The MCP layer just puts it everywhere your team already works.

Limited spots available

See it on your users

Book a demo and we'll run it on a flow of yours, then show you what your real users want and which of them to listen to.

No spam. We'll only email you about your invite.

Frequently asked questions

Everything you need to know about UserContext.

Analytics and replay show what happened, not why; research goes deep but reaches few. UserContext joins real behavior to real explanations from the users who matter.