Customer feedback analysis for SaaS teams

SaaS teams have a feedback problem that is specifically theirs: the signal is spread across more channels than anyone can watch. Support tickets, in-app messages, sales-call notes, churn-survey exports, app store reviews, community posts — each lives in its own tool, and the same request shows up differently in each one. The result is a roadmap driven by whoever advocates loudest rather than by what the customer base actually needs.

Gisti is built to consolidate that signal and turn it into a ranked list of opportunities you can defend.

The SaaS feedback challenge

• Channel sprawl. Feedback is everywhere and nowhere — no single view of what customers are asking for across all of it.
• Segment matters. Not all accounts are equal. A request from three accounts on your most valuable plan can outweigh one from thirty free users, and your prioritization needs to reflect that.
• Churn is expensive. In a subscription business, an unaddressed theme is not just a missed feature — it is a renewal at risk. Feedback that carries churn language deserves a closer look.
• You have to defend the roadmap. Founders, sales, and CS all have opinions. A ranking you cannot trace back to evidence becomes a negotiation.

How Gisti helps

Consolidate every channel. Bring feedback together from CSV exports of your support tool or survey platform, a web feedback widget you drop into your product, and — if you have a mobile app — App Store and Google Play reviews. One corpus, each item carrying who said it and where it came from.

Cluster into themes automatically. Gisti groups feedback by the underlying problem, not by keyword, so the same request phrased ten ways lands in one theme — and you finally see its true size.

Score into ranked opportunities. Themes become a ranked list weighted by how many distinct customers raised each one, how severe it is, and how it fits your direction. Quiet accounts count the same as loud ones, so coverage is something you can see segment by segment.

Keep every score traceable. Each opportunity links straight back to the raw customer quotes behind it. When sales asks why a theme is ranked where it is, you show the evidence instead of arguing.

Close the loop to delivery. Two-way sync to planning tools like Linear and Jira is on the roadmap, so an opportunity can move into the work — evidence attached — and back again when it ships.

Ask questions in plain language. A built-in AI agent lets you interrogate your feedback directly — "what are enterprise accounts asking for that we haven't shipped?" — grounded in your actual data.

A typical workflow

1. Connect your sources — upload a CSV of recent tickets, add the web widget, connect your app's reviews.
2. Let Gisti cluster and score the feedback into ranked opportunities.
3. Review the top opportunities each week, open the evidence behind any of them, and decide what moves into the roadmap.
4. Ship, then watch the relevant theme as new feedback arrives.

Get started

Gisti's Starter plan is free and indexes 500 feedback items a month — enough to run a real slice of your feedback through the loop and see the ranked output. See pricing and start free, or read how to prioritize features from customer feedback for the framework behind the scoring.