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Scopeout for testing

Ship what works. Ask why it worked.

A/B/n tests with sequential stopping rules and guardrails, plus AI-moderated user interviews when the numbers need a why. Every result is recorded.

A / B · day 6 of 14
A · 3.9%B · 5.8%97% significance

From hypothesis to promoted winner

The test is the end of a loop, not a separate tool. The variant, the flag and the result all live on the same canvas.

Hypotheses with expected lift

Each test starts from a hypothesis with impact, effort and expected lift, so you know what a win looks like.

Hypotheses · expected lift before the test
Guest checkout first+3.4%
Numeric zip keyboard+2.1%
Fewer fields+1.5%
So you knowwhat a win looks like

Variants behind flags

Build ships each variant as code behind a feature flag. No tag manager, no flicker.

Feature flags · every change ships dark
address_v2saved addresses first50%
express_pay_topexpress pay above the fold100%
progress_v3progress bar on step 2off · rolled back
Rollbackone click, any flag

Guardrails and stopping rules

Tests stop early on a guardrail breach and promote only past your significance bar.

Guardrails · checked on every test
Refund rate 1.4% · limit 2%
Support tickets flat
Latency +0 ms
Spend $120 of $500
On a breachtest pauses, flag rolls back, finding opens

Built for experimentation

A · control
B · guest first
C · fewer fields

Real variants, not overlays

Every variant is drawn on your design system and shipped as code.

Preview · variant B · before any traffic
preview.scopeout.app/pr-482
Delivery
Home · 58 Mercer StUse
Office · 245 W 29thUse
Continue
Shared withpriya, sam, tejas · 3 comments

Preview before traffic

See every variant in a preview before a single user does.

Winner · staged rollout
10%Mon
50%Wed
100%today
donerecord written
Rollbackone click

Staged rollouts

Publish moves winners from 10% to 100% in stages, with rollback on one click.

Outcome library · 38 runs on this product
Saved addresses first+4.1%
Express pay above the fold+2.8%
Guest checkout by default+3.4%
Progress bar on step 2−0.3%
Trust badges under CTA+0.1% · no
Playbook · checkout friction

Every result recorded

Winners and losers both go in the outcome library, so the next test starts smarter.

Interviews · 12 users who saw variant A
Did not trust the address lookup8
Wanted Apple Pay first5
Form felt long4
“I typed my street and it suggested a different city, so I gave up.”clip 04 · 0:42

AI-moderated user interviews

Scout recruits from your users, runs the interview, probes on the answers, and returns themes with cited clips and quotes.

Test #31 · numbers and reasons
ResultB +3.4% · 97%
Top reasonaddress lookup distrust
From8 of 12 interviews
Nexttest lookup copy

Numbers and reasons together

The interview themes sit next to the test result on the same block, so the team sees what moved and why.

Start from a prompt.

Test

“Set up an A/B test for saved addresses first on the delivery step, with a guardrail on refund rate.”

Run this when my batch opens →
Interview

“Interview ten users who abandoned checkout this week about the address step and summarise the themes.”

Run this when my batch opens →
Review

“What tests ran this month, and which ones won?”

Run this when my batch opens →
Plan

“Propose three tests for the pricing page ranked by expected lift.”

Run this when my batch opens →

Questions, answered.

How does traffic get split?

Through the feature flag Build creates. Traffic is split server-side or client-side depending on your stack.

What stops a bad test?

Guardrail metrics you set (refunds, errors, support volume). A breach stops the test and records why.

Can we run tests without the AI?

Yes. Any variant, including one your team built, can be tested and recorded on the canvas.

How do AI-moderated interviews work?

Scout invites users from a segment you pick, runs a voice or text interview with follow-up questions, and returns themes with clips and quotes. Your team reviews the guide before it starts.

Stop running the business. Start directing it.

Join the waitlist

Private beta. We onboard teams in small batches. Or contact us.