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User Voice Monitor

Weekly review mining across reviews, forums, social and app stores: ranked themes with linked quotes, volumes, complaints, praise and unmet needs.

Built for product, CX and marketing teams using review mining to hear what users say.

01

Why this work is hard

The problem

Product, CX and marketing teams listening to what users say spend hours on this by hand: finding the right sources, reading them, checking them against each other and writing up what matters. The work is repetitive, it is easy to miss something, and nobody can show where a claim came from.

The GREP AI agent

User Voice Monitor does that work as a GREP AI agent. It runs weekly and delivers each edition without you asking. Every run delivers a formatted brief, with every claim linked to its source.

02

What you get

01
On a schedule
It runs weekly and delivers each edition without you asking.
02
Sourced delivery
Every run delivers a formatted brief, with every claim linked to its source.
03
Read in minutes
The result is a brief you can read in minutes, not a thread to dig through.
04
Make it yours
Clone it, edit its instructions and make it your own in one click.
Use cases
01Product, CX and marketing teams listening to what users say who do this work by hand today
02A standing brief that lands before the meeting it is for
03User feedback research without the tab sprawl
04Reviews research without the tab sprawl
03

What User Voice Monitor delivers

Web pageUser Voice: Notion
04

FAQ

What does User Voice Monitor need to run?

User Voice Monitor needs product, company or category; sources to include (optional), competitors to compare against (one per line) (optional) and focus area or question (optional) are optional.

How often does User Voice Monitor run?

It runs weekly and delivers each edition without you asking.

What does User Voice Monitor deliver?

Every run delivers a formatted brief, with every claim linked to its source.

Can I change what User Voice Monitor does?

Yes. Every GREP AI agent can be cloned into your workspace, where you can edit its instructions, add your own sources and files, and change its schedule.

What counts in the review mining?

Only first-hand user voice, such as store reviews, review-site reviews, Reddit and forum threads, social posts and support-community posts. Vendor marketing, press releases and affiliate listicles never count toward volume.

How does it handle fake reviews?

It flags suspected fake or incentivized reviews and says why, using signals such as bursts of near-identical text or 'received for free' disclosures, and excludes them from counts.

Can it compare competitors?

Yes, when you list them. For each competitor it gathers the same themes and sentiment over the same window and adds a side-by-side contrast. If left blank, it skips the contrast unless the subject is a category.

Run User Voice Monitor in minutes.

Free to start. Run it once, put it on a schedule, or clone it and make it yours.