Product Insight Agent
Turn scattered customer signals into a clear picture of what to build next
Stop digging through dashboards, feedback tools, and support logs trying to piece together what your users actually need. This agent pulls customer feedback, usage analytics, and support tickets into one consolidated view — so your product managers make roadmap decisions based on evidence, not anecdote.
The result: 1+ hours saved weekly and 3-in-1 data sources behind every feature decision.
What it does
- Aggregate customer feedback, usage data, and support tickets
- Surface patterns and themes across data sources
- Deliver consolidated insights for feature prioritization
Tools & Integrations
The Challenge
Product managers are supposed to make data-driven decisions. In practice, the data lives in five different places and none of them talk to each other.
Customer feedback arrives through one tool. Usage analytics lives in another. Support tickets pile up in a third. Each source tells part of the story, but stitching them together is a manual effort that takes hours — and even then, the picture is incomplete. A product manager preparing for a planning session might export usage data from PostHog, scan through a month of support tickets looking for patterns, cross-reference with feature requests collected in a feedback tool, and try to synthesise all of that into a coherent recommendation. By the time they've built the case for one feature, they've spent half a day and still haven't looked at the other fifteen items competing for the same sprint. The shortcuts are predictable. Teams fall back on the most recent feedback, the loudest customer, or the feature request that came up in last week's meeting. Not because they don't care about data — because getting to the data takes more time than the decision is given.
The result is a roadmap shaped by availability of information rather than quality of signal. Features get prioritised because someone happened to notice a pattern, not because the data made it undeniable. And the insights that could have changed the direction — buried across three tools and never connected — stay invisible.
The Agent
The Product Insight Agent changes the game.
It connects to your customer feedback, usage analytics in PostHog, and support ticket history, then consolidates everything into a single, structured view. Instead of spending half a day preparing for a planning session, a product manager can ask "what are users struggling with most this month?" or "which feature requests are backed by the strongest usage data?" or "what support ticket themes have increased over the last quarter?" — and get a synthesised answer drawn from all sources at once. The agent doesn't just list data points — it connects them. A spike in support tickets around a specific workflow, combined with declining usage of that feature and a cluster of related feedback requests, becomes a compound signal that's hard to miss. Every week, the agent compiles its findings into a structured report and sends it directly to the product manager's inbox — so the evidence arrives on schedule, ready to inform the next planning conversation without anyone having to go looking for it.
Customer feedback, usage analytics, and support tickets — aggregated into one consolidated view, available the moment you need it.
Product managers stop spending their time gathering data and start spending it on decisions. The weekly report lands in their inbox with the full picture already assembled — so every planning conversation starts from evidence, not memory.
The Impact
Speed
1+ hoursSaved on manual data gathering each week
A single weekly report replaces the export-scan-cross-reference routine across multiple tools.
Quality Improvement
3-in-1Sources consolidated into every feature decision
Prioritization reflects patterns across feedback, usage, and support — not just the most recent signal.
But the real win isn't the time saved on research — it's the quality of what gets built. When product managers can see the full picture — what users are asking for, where they're struggling, and what the data says about how the product is actually being used — the features that make it onto the roadmap are the ones that deserve to be there. Decisions become defensible, roadmaps become intentional, and the team builds with confidence instead of consensus.
Do you want this agent?
Start with a pilot and see how this agent can transform your engineering process in just 4-6 weeks.