reOS vs UserTesting

Test with strangers - or learn from your customers.

UserTesting is built around a rented panel and video tests - fast feedback from people who match a screener. reOS is built around the customers you already have: recruited from your CRM, interviewed at scale, analyzed alongside your tickets, and told when their feedback ships.

the research loop · coverage
reOSUserTesting
Plan
Recruit
Conduct
Ingest-
Analyze
Act & close the loop-

full detail in the table below

The honest take

Different panels, different questions.

A marketplace panel answers “can people use this?” by Friday. Your own customers answer “why are we losing them?” - and only they can.

Choose UserTesting if...
You need general-population usability feedback this afternoon, from a panel that fills studies in hours.
Video-first, task-based usability testing is your team’s primary method.
Procurement prefers one annual credit bundle, sized up front, with unlimited seats.
Choose reOS if...
Your questions are about your actual users - their churn, their workflows, their words.
You want interviews, tickets, and survey data analyzed together, with every claim validated.
You’d rather pay metered usage month by month than estimate a year of credits in advance.
Side by side

The loop, side by side.

UserTesting goes deep on moderated and unmoderated testing. Here's how the rest of the research workflow compares.

reOS
UserTesting
Plan
AI study-planning assistantfull plan, research questions & guide from a conversation
AI test creation & screeners
Research questions tracked to answers
-
Recruit
Panel built from your own customersCRM, CSV & in-product forms
bring-your-own network
Rented panel reach
-by design - bring your own provider
6M+ marketplace
Email campaigns with cool-downssent from your domain
-
Scheduling & incentives
Conduct
Live interviews, hosted & transcribed
Unmoderated task-based video tests
prototype sessions
the core method
AI-moderated interviews at scale
-AI assists setup & summaries
Live AI tips while you moderate
-
Consent tracked per participantversioned forms, withdrawals propagate
handled by the marketplace
Ingest
Ticket, email & form connectorsstudies, plus the streams between them
-
Recording uploads & transcription
sessions run on the platform
Bulk datasets (CSV / JSON)
-
Analyze
AI themes & summaries
sentiment & friction detection
Validation pass on every claimthe DIVE™ pipeline - hallucinations filtered out before your CTO catches them
-
Your models, prompts & flows
-
Cross-study Super Insights
Insights Hub
Act
Initiatives synced with Linear & Jirastatus flows back automatically
one-way integrations
Notify the customers who askedand invite them to the follow-up study
-panelists stay anonymous
Pricing & trust
Transparent metered usagepublic rates, itemized line items
-annual credit bundles
Start small, self-servefrom $49 a month
-sales-led contracts
Unlimited seats
viewers are always free
a genuine plus

based on UserTesting’s public documentation, June 2026 · spotted something out of date? tell us - we’ll fix it

Participants

The panel you rent. The panel you own.

Rented panels are genuinely fast - and full of professional testers who've seen four hundred onboardings this year. Your customers have only seen yours. reOS makes them your panel: imported from your CRM, recruited in-product, rested between studies, and paid for their time.

Context comes included

Plan, lifecycle stage, and history ride along from your CRM - “trial users in week two” filters itself, no screener to write.

A panel that grows itself

In-product forms invite users in at the moment that matters. Every opt-in is a future participant, with consent on file.

Willing, study after study

Cool-downs, incentives, and your own domain on every invite - outreach that respects the inbox keeps response rates healthy.

who shows up to your study

a marketplace panel

?Tester #48,112412 tests this year · matches “ages 25–40, uses apps”

your panel, in reOS

DKDana K.trial, week two · from your CRM
TVTomas V.churned in May · CSV import
PNPriya N.pro plan, 2 years · joined via in-product form

context comes included - plan, history, consent & cool-downs

Beyond the test

Usability is a chapter, not the book.

UserTesting analyzes the sessions you run on UserTesting. But most of what your customers tell you never happens in a test - it's in the ticket queue, the inbox, the NPS export. reOS pulls it all into one stream and runs the same validated analysis across it.

Connect once, analyze forever

Tickets, emails, forms, and call logs flow through DIVE™ continuously - themes appear as customers raise them, not at renewal time.

Ten sessions or 200,000 rows

The same validation rules apply at any scale, and every theme still cites its sources.

From signal to study

When a theme spikes, plan a follow-up study from it in one click - with the evidence already attached.

reOS · one analyzable stream
Interviewslive & AI-moderated · transcribed in place
Support ticketssynced as they’re filed · history included
Forwarded email threadsreplies & attachments come along
nps_responses_2025.csv218,640 rows → observations
One DIVE™ pipeline across all of it - themes surface from the whole picture, every claim cites its source.
Pricing

Credits expire. Questions don’t.

UserTesting asks you to size a year of research before the year happens. reOS meters the research you actually run - heavy in fieldwork months, near-zero in quiet ones.

UserTesting
Annual credit bundlesQuoted by sales and sized in advance - guess high and you fund the off-season, guess low and you’re back in procurement.
Credits per testSession length, audience, and study complexity all change what a test costs in credits.
Unlimited seatsNo per-seat charges - genuinely good, and the part reOS agrees with.
reOS
A small monthly baseHosting, your team, panel and repository - from $49, with usage credits included.
Usage, metered transparentlyInterviews by the minute, AI analysis by the token. You see the rate before you run, and the line item after.
Bursty by designResearch hard in March, pay little in August. No annual bundle to size in advance.
Switching

Bring your research with you.

Bring your session recordings and research archive into reOS - uploads are transcribed and time-coded, datasets map to observations, and your next study starts from evidence instead of a blank page.

Recordings & transcripts

Upload sessions from any tool - transcription, speakers, and time-codes are automatic.

Datasets of any size

Survey exports, review dumps, call logs - CSV or JSON, mapped into analyzable observations.

Channels, connected

Point your ticket queue, inbox, and forms at reOS once - new data flows in from then on.

Run your next study in reOS.

Sign up, import an interview, and trace your first insight to its source in minutes.