Sentiment

The voice of the user, in context.

Know what your users are telling you, from app-store reviews to contextual in-app surveys, all aggregated and summarized into ready-to-ship opportunities, tied back to business value. Then ask any question and get real proof, in your users' own words.

App store icon
App store reviews
Know exactly what your users are telling you, every review structured and tied to the release, feature, and issue behind it.
Ready-to-ship icon
Ready-to-ship opportunities
Aggregate and summarize all feedback into prioritized opportunities, auto-grouped by request and pain point, and tied back to business value.
In-app survey icon
Surveys that convert
Custom, logic-driven, contextually-targeted surveys that get up to 3X more responses than traditional web surveys.
Explore Issues

From crash to root cause, explored.

Illustration of app store review monitoring
App store reviews
Know what your users are telling you
Luciq structures every app-store review and ties it to the release, feature, and issue behind it. Stop scrolling the stores by hand, see what users love, what they're complaining about, and exactly which change caused it.
Illustration of surfaced sentiment opportunities
Opportunities
Feedback, aggregated into ready-to-ship opportunities
Every hour, AI aggregates and summarizes all your feedback, reviews, surveys, and bug reports, into a ranked list of opportunities. Feature requests and common pain points are grouped automatically and tied back to business value, so you know what to build next and why it matters.
Illustration of in-app survey collection
In-app surveys
Ask the right user, at the right moment
Build custom surveys with branching logic, and pinpoint exactly who sees them by their actions or properties. Trigger contextual surveys the moment a user does something, and get up to 3X more responses than traditional or web surveys. Targeted feedback about your app, or any specific feature.
Illustration of app rating trends
Ratings & reviews
Close the loop, turn happy moments into 5-star reviews
Prompt users to rate your app at exactly the right moment, right after a great experience, not a frustrating one. Route happy users to the store and unhappy ones into a support conversation first, and watch your app-store rating climb.
Illustration of asking users for feedback
Ask & integrate
Ask any question, and get real proof from your users
Ask anything about how users feel and get an answer backed by their actual words, quotes, reviews, and survey responses, not just a sentiment score. And it's all available over MCP or the tool of your choice, so your agents can weigh real user voice against everything else on the roadmap.
From signal to shipped fix

Capturing the issue is just the start.

Every signal on this page flows straight into the workflow, from diagnosis, to an automated fix, to the agent you already use.
Companion icon in the signal-to-fix workflow
Fix in minutes with Companion
For every signal we capture, the Companion takes you to the fix in minutes instead of days, root cause and repro in plain language.
Meet the Companion
Autopilot icon in the signal-to-fix workflow
Turn on Autopilot
Flip it on and get a pull request ready for review, a fix prepared for the issue, before anyone opens the dashboard.
See Autopilot
Business impact icon
Prioritize by business impact
Rank every issue by the revenue, retention, or conversion it moves, so you and your agents always work the one that matters most.
See the Companion
AI agent icon in the signal-to-fix workflow
Bring your own AI agent
Pipe any issue, with full context, into Claude, Cursor, or your own framework over MCP, and act on it where you already work.
Browse integrations
The context moat

Built for the context mobile AI builders can't get anywhere else

An agent is only as good as the data it can reach. We capture more signal, at more depth, than anyone else, and every signal ties back to the business outcome it moves.
Breadth of signals
Mobile-specific technical, user engagement, business outcome, and sentiment signals, out of the box, and fully customizable.
Depth in every signal
Occurrences view, full logs, session view, and the connections between signals, drill all the way to the bottom.
100% capture, no sampling
Your agent sees the full picture, never a lucky sample. We built the collection and storage so we don't have to sample.
Replication-ready
Everything an agent needs to replay an issue on a simulation, reproduce it, and validate the fix before it ships.
A token-efficient intelligence layer
Aggregated to exactly what's needed, with the option to dig deeper, so agents get the signal without blowing the MCP token bill.
End-to-end tracing
Tie a mobile issue to your backend and analytics through deep integrations, the full path, not just the client side.
Time to value

User voice, turned into ranked opportunities in days.

No instrumentation plan, no test scripts, no waiting on a QA pass. Drop in the SDK and detection, from crashes to AI-caught visual issues, turns on automatically.
1
Connect your sources
App-store reviews, in-app surveys, and support tickets, linked in minutes.
2
AI aggregates automatically
Every hour, feedback is grouped, summarized, and tied to the release or issue behind it.
3
A ranked list, ready to ship
Opportunities ranked by business value, so you know what to build next and why.
Signals

Close the loop between quality and growth.

Sentiment becomes a structured input to the backlog, not a separate inbox. Know not just what broke, but whether it mattered, and to whom.