Your roadmap should not rest on the loudest stakeholder or a survey nobody trusts. Crowd Intelligence shows you what thousands of real users want, hate and switch over, and its AI Agent answers the hard questions with the threads attached.
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“switched off it last month, they kept shipping features nobody asked for”
“the one thing I wish any tool in this space did is proper team roles”
“honestly the new dashboard is exactly what we’d been begging for”
“no API access is a dealbreaker. how is that still not standard”
Your roadmap should not hinge on the loudest voice or a study that is already stale. Meanwhile thousands of your users are openly debating your category: listing what is missing, praising what works, and explaining exactly why they churned. You just have not been in the room.
Crowd Intelligence reads every conversation in the subreddits your users live in, thousands of threads, and turns them into the unmet needs, feature requests and churn reasons they raise unprompted. Ask it anything in plain English and get the answer with the sources attached.
Thousands of unprompted opinions → one clear answer
See who is gaining and losing ground in the conversation, how users feel about each competitor, what they keep raising, and the voices driving it. Your whole category, the way your users see it.
The AI Agent does not summarize a dashboard. It searches every post and comment by meaning, counts what changed, draws the chart, and links every claim to the thread it came from. Walk into planning with the answer and the sources attached.
Reliability is the story this quarter: outage threads are up nearly 3×, and most of them name the same week.1Second is a missing feature, not a broken one: team roles and an audit log come up in almost every “we outgrew it” thread.2The renewal price change is third and rising fastest among long-tenured accounts.3No API access is flat and mostly r/devtools. If you fix one thing before the next renewal cycle, make it visible reliability: a status page and an incident write-up answer the top thread directly.1
Same starting move every time: stop guessing, and read what your users already told you.
Surface the unmet needs and feature requests people raise unprompted, and gauge how widespread each one really is. Ask the agent, and every answer comes back with the threads behind it.
Rank requests and pain points by how often and how intensely they come up, so the roadmap reflects real weight.
See precisely what frustrates competitors’ users, and turn those gaps into your wedge.
Replace the occasional interview round with a continuous feed of unprompted, honest user opinion.
Catch the reasons people switch away, from you and from competitors, in their own words, as it happens.
Feed real language and competitive sentiment to marketing, so the story matches what users actually believe.
Bring evidence to every roadmap decision, start to finish.
Ask the agent what your market wishes your category did, and how many people are asking. Walk into planning with the receipts.
Stack requests against the live pain-point board, by how often and how intensely they come up. Export the PDF report and defend the roadmap with data.
Build against real needs and real language, not a persona doc, so what you ship lands the first time.
After ship, watch sentiment on the feature theme to confirm you solved the real problem. Close the loop.
Thousands of users already told you what to build. Go read the room on Reddit.
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