Opportunities
Let AI read your users' bug reports and app store reviews and synthesize them into a prioritized list of what to build next.
Opportunities is an AI-powered tab inside the Inbox that turns your users' feedback into a prioritized, actionable list of product improvements. Every hour, the AI reads new bug reports and app store reviews, identifies the recurring themes your users keep raising, and surfaces them as Opportunities — each ranked by priority and backed by the exact reports that triggered it.
Until now, answering "what should we build next?" meant context-switching between Bug Reporting and App Ratings & Reviews and manually stitching the signals together. Opportunities collapses that into one place — powered by your users' own words, not a spreadsheet.
Opportunities is in beta. It lives in the Inbox, alongside your Issues list.
What are Opportunities?
An Opportunity is a recurring product improvement theme that the AI has identified across multiple pieces of user feedback. Instead of reading hundreds of individual bug reports and reviews, you get a short, prioritized list of what your users are collectively asking for.
The list view gives you an at-a-glance summary of every Opportunity:
Title — a concise description of the theme, such as "Add dark mode theme option."
Priority — a suggested priority from Trivial to Blocker.
Source count — how many bug reports and app store reviews contributed to the Opportunity.
Updated and Created — when the Opportunity first appeared and when new evidence last reinforced it.
Team — the team currently assigned to the Opportunity.
You can filter the list by status, priority, and team to focus on what matters most.
How it works
Every hour, the AI scans the new bug reports and app store reviews collected since its last run and looks for recurring patterns. When several pieces of feedback point to the same underlying need, the AI groups them into a single Opportunity, writes a clear title, and assigns a suggested priority based on how strongly and how often your users raise it.
As more feedback comes in, existing Opportunities keep evolving — new reports are attached to the theme they match, and the priority adjusts to reflect the latest signal.
Enabling Opportunities
Opportunities is self-serve, so you can turn it on for your app in a few seconds:
Open your app on the Luciq dashboard.
Click Inbox in the sidebar, then select the Opportunities tab.
Hit Enable.
The AI picks up your app on its next hourly run and begins surfacing Opportunities from your existing bug reports and app store reviews.
Working with an Opportunity
Click any Opportunity to open its detail view, where you can review the evidence behind it and manage it just like you manage a bug.
AI synthesized — a badge marking that this Opportunity was generated by the AI, with the dates it was created and last updated.
How this evolved — a timeline that shows how the theme built up over time as new bug reports and reviews reinforced it, so you can see the reasoning, not a black box.
Status — move an Opportunity through New → In Progress → Closed / Dismissed as your team acts on it.
Priority — adjust the suggested priority anywhere from Trivial to Blocker.
Team — assign the Opportunity to a team for ownership and follow-up.
Sources panel
The Sources panel lists every bug report and app store review that drove the AI's reasoning for an Opportunity. Each source shows its type — Bug or App review — along with its status and when it was created, and links directly to the original report. This gives you full traceability: you can always trace an Opportunity back to the specific user feedback behind it.
Opportunities are currently generated from bug reports and app store reviews. Support for In-App Surveys and feature requests is on the roadmap.
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