UserContext vs Hotjar
Heatmaps and recordings show you where users struggle. UserContext captures why, in their own words, the instant it happens, pinned to the exact click.
Hotjar is great at showing what happened: heatmaps, recordings, rage clicks. But you are still left watching a replay, guessing at intent.
UserContext starts where Hotjar stops. At the moment of friction it asks the user why, in their own words, and fuses that answer to the behavior. Then it merges everyone who hit the same wall into one ranked problem.
Hotjar is a session replay & heatmaps tool. Here's where the two differ.
At the friction point a mic opens and the user explains in one sentence. You get their actual words, not an inferred reason.
Their answer locks to the click, page, screenshot, and session, so you see the problem and the cause together.
Everyone who hit the same wall merges into one weighted, bias-flagged problem. You triage decisions instead of hours of clips.
If your main need is watching individual session recordings or building click heatmaps for a landing page, Hotjar is a mature, purpose-built tool for exactly that. UserContext is for teams who need to know why users do what they do and turn it into decisions.
For understanding why users struggle and what to build next, yes. UserContext captures the reason behind the behavior, not only the behavior itself, so teams often run it instead of stitching together Hotjar recordings plus a separate survey tool.
It captures the context around each signal: the click, the page, and a screenshot of the moment, all fused to the user's own explanation. The point isn't to give you more clips to watch. It's to give you the answer.
Hotjar surveys fire on a schedule or page, out of the moment. UserContext asks at the exact instant of friction, in the user's own words, and ties it to what they were doing, so the answer is in context rather than abstract.
Product and UX leaders who have to decide what to build next and need the why to be real, coming from actual users rather than inferred from a replay or invented by a model.
The reason your users do what they do, in their own words, fused to what they actually did.