AI Feature Request Analytics

Feature request analytics, from feedback you already have.

Unwrap is an AI customer intelligence platform that finds feature requests inside feedback customers have already sent you. It reads support tickets, chat transcripts, survey responses, sales and support calls, app store reviews, and community posts, and separates what customers are asking you to build from what is simply broken.

Customer experience, support, product, and insights teams use it to see what customers are saying across every channel without assembling a report first. Unwrap is used by teams at Oura, lululemon and Zipcar. What comes out is a live dashboard for each team, a scheduled digest for executives, and an alert the moment a new theme starts to move.

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Issue

Coverage
A voting board only measures the customers willing to use a voting board
Requests are read out of tickets, calls, reviews and surveys, so the ranking covers the whole customer base
Effort
Someone has to read the queue and hand-tag each request before it can be counted
Requests are categorized automatically as feedback arrives, with no queue to work through
Ranking
Vote counts reward whoever is loudest, not whoever is worth the most
Each request carries its volume and the accounts behind it, so demand and value are visible together
Evidence
Requests arrive as a title and a tally, with the reasoning lost somewhere upstream
Every ranked request opens onto the verbatims it came from, so the case is already made
Discovery
You can only rank the requests someone thought to create a card for
The taxonomy is built from the feedback itself, so requests surface without anyone naming them first

What is feature request analytics?

Feature request analytics is the practice of measuring what customers are asking you to build using the feedback they already send, rather than the requests they take the time to file. It treats a request raised in a support ticket, a review, or a sales call as the same signal, then counts how often it appears and which accounts it came from.

The distinction matters because most requests never reach a request board. They arrive as an aside in a complaint, a line in a one-star review, or a passing comment on a renewal call. Reading those channels is what separates a ranking that reflects your customer base from one that reflects the slice of it willing to fill in a form.

Find the feature requests nobody filed

Unwrap surfaces requests that were never submitted anywhere, because it reads the channels customers actually use rather than waiting for a form.

A customer who cannot find an export button rarely opens a feature request. They open a ticket in Zendesk or Help Scout, start a chat in Intercom or Gorgias, mention it on a Gong-recorded call, raise it in Discord, or leave it in a Trustpilot review. Reading all of those channels depends on the customer feedback integrations already feeding the platform. Unwrap categorizes those moments as requests and counts them alongside the ones that were formally submitted, which usually changes the order of the list.

How do you rank feature requests by volume and account value?

Each request shows how many times it appears across every channel and which accounts raised it, so 12 enterprise accounts asking once outrank 40 trial users asking repeatedly.

Volume alone is a popularity contest. Pairing it with account context turns the list into something a roadmap review can act on, because the question shifts from which request is loudest to which request is worth the quarter. GitHub Copilot reports rolling out key roadmap improvements 29% faster after moving feedback analysis to Unwrap.

Feature request management without a voting board

You can measure demand without asking customers to file anything, because the request is already sitting in the feedback you collect.

Voting boards ask customers to do the work of routing and prioritizing on your behalf, and most of them decline. Running the analysis over existing feedback keeps the request pipeline honest without adding a surface to moderate, dedupe, and chase for status updates.

How requests reach the roadmap

Every ranked request carries the customer anecdotes behind it, so the case for building it arrives with its own evidence attached.

Teams pull the ranked list into roadmap reviews, push the requests they commit to into Jira, and use Responder to close the loop with the customers who asked. Because the same taxonomy tracks the theme after launch, the drop in related feedback shows up in your customer feedback dashboards and reporting as the proof the fix worked.

Why Unwrap

Because you don’t need another dashboard.

You need answers—before you even think to ask the question.

Proactive insights, zero manual work.

Stop tagging. Stop guessing. Unwrap surfaces customer feedback trends automatically—even the ones you didn’t anticipate.

Trustworthy AI, company wide.

Transparent and accurate insights shared across your entire organization, connecting everyone to the voice of the customer.

Personalized support, from day one.

We don’t just onboard you—we partner with you. Get expert guidance tailored to your business, every step of the way.

How It Works

From unstructured data to structured decisions.

Connect

Integrate feedback from thousands of sources, effortlessly.

Analyse

Messy feedback becomes proactively delivered insights.

Act

Use data to inform roadmaps, prioritize what matters, and make smarter decisions.

Case Studies

Customer-centric teams love Unwrap.

See how Unwrap's insights inspire innovation.

“What used to take me 15-20 hours a month now takes me 1-2 hours a month — an extraordinary difference.”

Charles W.

Product Manager

“Unwrap has reinvented the way we review, use, and implement customer feedback.”

Kensley W.

Product Operations Director

“We are now running regular meetings that rely on Unwrap’s platform.”

Johnny H.

Co-founder & Chief Strategy Officer

FAQs

Questions? Answers.

How much does Unwrap cost?

We price based on feedback volume. Check out our pricing page for more information.

How can I trust Unwrap with my data?

Your data is protected with enterprise-grade security and compliance, so you can trust it’s kept safe and private. Trusted by the world’s leading brands.

What tools does Unwrap integrate with?

You can sync your data from over 3K other tools where feedback is collected today. We’ve never encountered an integration we can’t support.

What is the setup process for Unwrap?

Integration setup is a matter of a couple clicks. No engineering required, full setup within two weeks.

What kind of feedback can Unwrap analyze?

We connect to surveys, support tickets, calls, reviews, and more—transforming every conversation into actionable insights. There is no limit to feedback volume Unwrap can process.

How is Unwrap different from other platforms?

Most tools simply tag and sort your feedback, leaving you to create elaborate dashboards to understand your data. Unwrap goes much deeper—surfacing trends and issues automatically, to help you discern what really matters to your customers without the need to search for it.

Discover what matters most.

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