Listening to 19,207 customer voices across 25+ teams19,207 voices · 25+ teams

Hire your customer ops team.

Gisti listens to every customer voice across your product and turns it into a ranked, evidence-backed list of opportunities — with an agent to explore, validate, and act on each one. Next up: routing the fix itself — an ops report, a product judgement, or a ready-to-review pull request.

See what’s live today
Voice → Action
Product vision
Customer voices
ST Support ticket
Delivery used to take two days, now it’s five. I’m close to switching.
IS In-app survey
Search never finds what I mean — I get totally unrelated results.
AR App review
The app crashes every single time I tap checkout on iOS.
GR G2 review
I wish I could filter results by date — sorting is all over the place.
ST Support ticket
My order has been “processing” for four days with no update.
AR App review
The export button does nothing — just spins forever and dies.
S Slack
Honestly the search relevance is the one thing keeping us from rolling out.
IS In-app survey
Shipping estimates are never accurate. Says two days, arrives in a week.
ST Support ticket
Delivery used to take two days, now it’s five. I’m close to switching.
IS In-app survey
Search never finds what I mean — I get totally unrelated results.
AR App review
The app crashes every single time I tap checkout on iOS.
GR G2 review
I wish I could filter results by date — sorting is all over the place.
ST Support ticket
My order has been “processing” for four days with no update.
AR App review
The export button does nothing — just spins forever and dies.
S Slack
Honestly the search relevance is the one thing keeping us from rolling out.
IS In-app survey
Shipping estimates are never accurate. Says two days, arrives in a week.
Routed by intent
Routed
Ops reportOperations
14this week

Delivery used to take two days, now it’s five — I’m switching.

Report draftedoperations
Routed
Product JudgementProduct
9this week

Search never finds what I mean — I get unrelated results.

Judgement readyproduct
Routed
Pull requestEngineering
23this week

The app crashes every time I tap checkout on iOS.

Open PR #482engineering
Customer voices
AR App review
The app crashes every single time I tap checkout on iOS.
AR App review
The export button does nothing — just spins forever and dies.
Routed to Engineering
Pull requestEngineering
23this week

“The app crashes every time I tap checkout on iOS.”

Open PR #482→ engineering
How Gisti works

From customer voice to the right action.

Connect the places your customers already talk. Today, Gisti listens and turns every voice into a ranked, evidence-backed opportunity. Next, it routes the action itself to the team that owns it — drafted as the artifact they already work in.

01 ListenLive now
SupportTickets & live chat
ReviewsApp, Play & web stores
Surveys & salesIn-app, NPS, call notes
02 UnderstandLive now
Gisti Engine Running

How every voice becomes a ranked opportunity

UnderstandAutomatic
1Embed every voice2Cluster into themes3Dedupe & label
PrioritizeAutomatic
1Weigh evidence2Score impact3Rank opportunities
ActAgent
1Explore & validate2Merge, split, re-score3Push to delivery
Building next — the agent will also reach Your codebase Business analytics
03 Act Building
Pull requestBuilding nowEngineering

Crashes and small, well-scoped bugs will come back as a ready-to-review PR with the customer quote in the description.

Ops reportExploringOperations

Operational gripes — delivery speed, fulfilment, uptime — will arrive as a briefed report for the team that owns the fix.

Product JudgementExploringProduct

Bigger calls like search relevance will arrive as a judgement report: the evidence, the trade-offs, and a recommendation.

Today: voices in, ranked opportunities out — with the evidence attached. Next: the action itself, delivered to the team that owns it.

Today vs next

Here’s exactly where we are.

We’re moving fast toward one north star — every customer voice routed to the right action, automatically. This is how far we’ve come, and what ships next.

Live today
Every feedback channel in one stream
Automatic theme clustering
Ranked, evidence-backed opportunities
The opportunity agent
Push to Linear
Building next
Change generationBuilding
Engineering-ready pull requestsBuilding
Support ops reportsExploring
Product judgementsExploring
Why Gisti

The next thing to build, already holding the receipts.

Every opportunity arrives ranked and sourced to the customer voices behind it — so when someone asks “why this?”, the answer is already attached.

Synthesized by the live pipelineAcross all workspaces
Voices clustered
Embedded & grouped into recurring themes
6,019
Opportunities formed
Ranked & evidence-backed, scores you can open
321
Channels live
App stores, Play API, Zendesk, CSV & web
6

You open Gisti to a ranked list of what to build next — with the receipts attached, not a backlog to sort.

Ranked by impact

Every opportunity carries a transparent impact score — open it and see the weighting behind the rank, not a vibes-ordered backlog.

Every opportunity is sourced

Each one links straight back to the raw customer voices behind it. No black box, no “the model said so.”

Acted on, not just read

Merge, split and re-score with the agent, then push to Linear with the evidence attached. Routing the fix itself — PRs and reports — is what we’re building next.

From the PMs who use it

Product leaders, heard.

How AI-native product teams use Gisti to turn customer voice into the next thing they ship.

All the gems that get lost in the day to day, or never see the light of day since the right person never sees them — Gisti is an unlock for those.

Varun Joshi
Varun Joshi
Director of Product Management · Wiom · ex-Microsoft · ex-Adobe