How do we run pricing and onboarding experiments with limited traffic?
Small teams copy big-company A/B testing and wait months for results that never arrive.
- We don't have enough traffic.
- What should we test?
- How long to run tests?
Test big changes, not button colours: price points, trial length, paywall placement, onboarding steps. Run one test at a time on new users. Pick one success metric, usually paid conversion or revenue per signup. Decide sample size and duration before starting. With little traffic, run sequential before-and-after tests carefully and record everything.
Worth testing
| Area | Example |
|---|---|
| Price | Two price points |
| Trial | 7 versus 14 days |
| Paywall | Before or after first win |
| Onboarding | Fewer steps |
How we look at it at ShoutEx
We set up testing tools, define metrics and read results. Store listing experiments covers app store tests.
- Tiny changes.
- Many tests at once.
- Stopping early.
- Signups as the metric.
- Big changes.
- One at a time.
- Set duration.
- Paid conversion metric.
What founders and platforms say
Here is what founders say.
Community summaries describe recurring themes in public threads, not individual posts. Vendor pages describe vendor claims, so test them on your own calls.
Read next
Go deeper in the ShoutEx guides, or check the sources behind this answer.
We'll set up tests and read the results.
Book a call →Follow-up questions
Which testing tool?
One connected to your analytics.
Can we test prices legally?
Generally, with clear terms shown.
How long to run a test?
Until the planned sample is reached.