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A/B & Multivariate Testing

A/B Testing Software — Test everything. Ship the winner.

Run head-to-head tests on copy, design, layout, and timing — with audience-level segmentation built in. Reach significance fast, then auto-promote the winner. No engineering queue.

Cemex Bench Kaplan X-Cite 1,500+ brands
store.brand.com/sale
SEASONAL OFFER

Summer Sale

Get 20% off all swim and resort wear.

Variant A
⚡ ENDING SOON

Flash Sale: 50% Off

Half price on everything. Offer ends at midnight.

Variant B
A
Control Variant A · 50% traffic
B
Challenger ✓ Winning Variant B · 50% traffic
Use cases

Test what matters. Ship what wins.

Hero copy, pricing pages, email subject lines, full personalization rules — run real tests on real traffic and let the data decide.

Hero & landing tests

Find the headline that converts

Test headlines, hero images, value props, and CTA copy on landing pages. Run multivariate combinations or simple A/B splits with built-in significance scoring.

  • Visual editor — no code required
  • Multi-arm tests with traffic allocation
  • Auto-promote the winner when significant
VARIANT A
2.1%
VARIANT B ✨ WIN
2.6%
+24% Avg. conversion lift on hero tests
Pricing & checkout

Optimize where revenue happens

Test pricing display, plan structure, payment flows, and trust signals. Segment by visitor type — new vs. returning, geo, source — so you don’t blow up returning revenue.

  • Audience-level test isolation
  • Revenue-per-visitor as primary metric
  • Auto-stop on significant negative lift
STARTER
$19
PRO
$49
+11% RPV
SCALE
$99
+11% Avg. revenue per visitor improvement
Email tests

Subject lines, content, send time

Test subject lines, sender names, hero blocks, and CTA copy. Open-time rendering means winning content stays fresh even after send. Auto-promote winner mid-campaign.

  • Subject-line A/B with auto-winner promotion
  • Content blocks tested per segment
  • Send-time optimization per recipient
Don’t miss this week’s deals
21%
Sara, your custom picks are ready
25%
Auto-promote winner
LIVE
+19% Avg. open rate lift on subject tests
Personalization rules

Prove the lift before scaling

A/B test personalized vs. generic experiences on the same audience. Compare two personalization strategies head-to-head. Roll out with confidence, not faith.

  • Hold-out groups baked into the campaign
  • Per-segment lift breakdowns
  • Statistical guardrails on every roll-out
New visitors
Variant A wins
+15%
Returning
Variant B wins
+22%
Mobile
Variant C wins
+9%
Hold-out
Control group
baseline
+27% Avg lift vs. generic campaigns
Test types

Pick the test. Build it without code.

A/B for one decision. A/B/n when you’re exploring options. Holdout to validate that personalization actually moves the needle. All three in the same visual editor — no engineer required.

Live product UI — same editor, every test type
Build variants visually

Design every variant without writing code.

Edit a live page directly — change copy, swap images, redesign CTAs — or build popups, banners, and forms from a library of templates. Every variant goes from idea to live in minutes, no devs.

Live product UI — visual editor on a real page
Methodology

Statistical rigor, without the statistician.

Every Personyze test plans the sample size up front, watches a guardrail metric while it runs, and auto-promotes the winner the moment significance lands. No p-hacking. No peeking. No spreadsheets.

01
Step 1 · Plan

Sample-size planner

Tell us your baseline conversion rate and the smallest lift worth caring about. We’ll tell you how much traffic the test needs to reach significance — before you launch.

Plan baseline 2.1% · MDE 10% → 18,400 sessions / variant
02
Step 2 · Measure

Bayesian inference, in real time

Instead of waiting for a fixed sample, you get the live probability that variant B beats A — updated every session. No problem with peeking. No false-positive inflation.

Live P(B > A) = 96.4% · expected lift +12.8%
03
Step 3 · Protect

Guardrails on the metrics that matter

Define a safety floor — revenue per visitor, page-load time, error rate — and we’ll auto-halt and revert any variant that drops below it. The test never costs you more than it pays.

Rule if revenue.delta < -3% → halt & revert
04
Step 4 · Promote

Auto-promotion when the winner is real

When the variant clears your significance bar AND the minimum runtime, it’s promoted to 100% of traffic automatically. No standup needed. No human in the loop unless you want one.

Promote if P(B > A) > 95% & days ≥ 7 → ship it
Connects to your stack

Run A/B tests on every platform. Score them with every signal.

Personyze runs on Shopify, WordPress, Magento — or any custom stack — with a single snippet. And it pulls in audience data from your existing martech so every test scores accurately.

HubSpotHubSpot
SalesforceSalesforce
SegmentSegment
GA4GA4
6sense6sense
TealiumTealium
ZohoZoho
ZoomInfoZoomInfo
ClearbitClearbit
ShopifyShopify
WordPressWordPress
LeadrebelLeadrebel
+ Geo, weather, intent, lifecycle, behavior, custom attributes — or roll your own with our REST API.
20+
Content widget types
15%
Avg conversion lift
4.6/5
Average rating on G2, Capterra & Crozdesk
Test results

Read the test. Defend the call.

Per-variant lift, confidence intervals, segment breakdowns, and a clear decision criterion — so you can show exactly why a variant won and roll the call past skeptics.

Live product UI — lift, confidence, segment breakdowns
FAQ

Direct answers. No fluff.

The questions that come up before signing on. Send anything else our way and we’ll answer fast.

How does A/B testing in Personyze work?

Visitors are split between variants based on the traffic allocation you set — 50/50 for a classic A/B, even slices for an A/B/n test, or 90/10 with a holdout to measure incremental lift. Each visitor gets a sticky assignment so they always see the same variant.

Personyze tracks impressions, clicks, and goal events in real time and runs Bayesian inference continuously to estimate which variant is winning and by how much. When statistical confidence (probability that B beats A) crosses a threshold and a minimum runtime has passed, you can auto-promote the winner — or review the full breakdown by audience segment, device, and channel before deciding.

Do I need to write code to run A/B tests?

No. Personyze is built to be no-code: the visual editor lets you change copy, swap images, redesign CTAs, or replace whole sections by clicking on them on the live page. Popups, banners, and forms are built from a 20+ widget template library — no engineering team required.

For the rare cases where you want bespoke logic (custom JavaScript, server-rendered variants, integrations with proprietary data) there\'s a JS action you can drop in and a REST API for server-side variant assignment. Most teams never need either.

What platforms can I run A/B tests on?

Personyze A/B testing is fully platform-agnostic. It works on Shopify, Magento, BigCommerce, WooCommerce, Salesforce Commerce, WordPress, Webflow, custom React or Vue apps, Next.js, headless setups, and plain HTML sites. Integration is a single JavaScript snippet.

For server-side variants there’s a REST API. For email A/B tests, Personyze injects content at email-open time. And for data, Personyze plugs into your existing martech: Google Analytics 4, Mixpanel, Segment, HubSpot, Salesforce, Marketo, ActiveCampaign, and any tool with a REST API or webhooks.

What’s the difference between A/B testing and split testing?

The terms are used interchangeably — both describe splitting traffic between two or more variants and measuring which performs better. “A/B testing” is the more common phrasing for landing-page and CRO experiments; “split testing” is sometimes used to specifically describe URL-based tests where each variant lives on a different page.

Personyze handles both: same-page A/B variants via the visual editor, and full-page split tests where you redirect a percentage of traffic to a different URL. Multivariate (A/B/n) and holdout tests are also supported in the same UI — no separate tool required.

How fast can I launch a campaign?

From a fresh account, most teams launch their first campaign in under 15 minutes: pick a template, choose a trigger, define the audience, hit publish. No code, no developer queue.

For more complex setups (custom CRM data, ABM IP lookups, multi-step flows) plan on a few hours or schedule a free implementation session with our success team.

Will it slow down my site?

No. The Personyze script is under 30KB gzipped, loaded asynchronously, and decisions are made in under 50ms. We don’t block render. Customers consistently report no measurable impact on Core Web Vitals after deploying.

How does targeting by company (ABM) work?

Personyze includes built-in IP intelligence that resolves anonymous traffic to a company name when possible — with industry, employee count, revenue tier, and HQ location.

You can also push known visitors via your CRM (HubSpot, Salesforce) or a custom data layer. Combine company attributes with on-site behavior to fire campaigns only when the right account hits the right page.

Can I use my own design / brand fonts?

Yes — every popup, bar, and banner is built from standard HTML/CSS. Use the visual editor for fast iteration, or drop in your own custom HTML and inherit your site’s CSS automatically. Brand fonts work out of the box.

How do you prevent over-popping (campaign fatigue)?

Frequency limits are first-class: session caps, cooldowns, cross-campaign rules, and goal-based suppression. Set "max 1 popup per visitor per session" and Personyze enforces it across all campaigns automatically.

Once a visitor closes or converts on a campaign, that campaign is suppressed by default until you decide otherwise.

Does it integrate with my email/CRM?

Yes — native integrations for HubSpot, Salesforce, Mailchimp, Klaviyo, ActiveCampaign, and Marketo. Captures from popup forms can be auto-pushed to your CRM as new leads, with custom field mapping. Webhooks let you connect anything else.

Are popups bad for SEO?

Personyze popups are compliant with Google’s mobile interstitial guidelines by default. We never auto-show fullscreen modals on first page-load on mobile. Suppress on legal/cookie pages, gate behind scroll/dwell triggers, and keep ad-of-page-content ratio in check.

Get started

Stop guessing. Start testing.

Launch your first A/B test in 15 minutes. Real significance, real guardrails, no statistician on staff required.

$149/month · 30-day money-back · No annual lock-in