Analyze customer feedback for your product roadmap in minutes

Upload or paste your customer feedback → instantly uncover the themes, patterns, and user needs that should shape your next product roadmap

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Example insights from customer feedback

Onboarding Drop-Off Friction
"I gave up after the third step — I had no idea what I was supposed to do next and there was no guidance anywhere."
Missing Bulk Action Features
"I have to do the same thing 200 times manually. If there was just a 'select all' option I'd save hours every week."
Reporting Lacks Customization
"The default reports don't match how our team tracks success. I end up exporting everything to Excel just to get the view I need."
Integration Gaps Blocking Adoption
"We can't get full buy-in from the team because it doesn't connect with Salesforce. That's a dealbreaker for our workflow."

What teams usually miss

Low-frequency signals that represent high-value users

A feature request mentioned by only 8% of respondents often comes exclusively from your power users or enterprise accounts — the segment most critical to retention and expansion revenue.

The root cause hiding behind surface-level complaints

When dozens of users report "the app is slow," manual review rarely uncovers that 90% of those complaints are tied to one specific workflow step — meaning the fix is targeted, not a full infrastructure overhaul.

Sentiment shifts that signal churn risk before it happens

Gradual changes in how customers describe a core feature — from enthusiastic to neutral to frustrated — are nearly impossible to catch without automated pattern tracking across time.

Decisions you can make from this

Prioritize the top three requested features by frequency and user segment so your next sprint is driven by real demand, not internal assumptions.

Deprioritize or sunset features that generate consistent negative feedback but low engagement, freeing up engineering resources for higher-impact work.

Identify which onboarding or workflow pain points are causing the most drop-off and place targeted UX improvements at the top of your roadmap.

Align your Q3 roadmap themes directly to the language customers use in their own words, making stakeholder buy-in and customer communication dramatically easier.

How it works

  1. 1Upload or paste your data
  2. 2AI groups similar feedback into themes
  3. 3Each insight is backed by real user quotes

Analyze your customer feedback and build a product roadmap your users actually asked for

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