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Tests that run themselves  ·  Vol. I · May 2026

Shopping A/B testing tools? A/B test landing pages. Built in. Auto-optimized.

AI generates variants. Server-side traffic split. Statistical engine declares winners. No separate tool. No traffic cap. No code.

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No. 01 · The A/B testing gap

Three reasons most A/B tests never finish.

Manual A/B testing is a chore. Most marketers run one test, drop the loser, and never re-test. The tools made it that way.

No. 01

Setup eats the week.

JavaScript snippets, tag manager configuration, QA on staging. Most third-party A/B tools want a developer before the test ever fires. The campaign is over by the time you have data.

No. 02

Tools that cap your traffic.

Unbounce caps Build at 20,000 visitors. Instapage caps Create at 30,000. VWO starts at $314/mo. Optimizely is quote-only. Run a paid campaign and the tool bills you for winning.

No. 03

Google Optimize is gone.

Google shut Optimize down in September 2023. The free alternatives need a developer. The paid alternatives gate A/B behind $149 or $199 tiers or cap your traffic. The middle ground disappeared.

No. 02 · Three testing modes

Pick your testing speed.

A · 50%B · 50%
Get quote
3.2%
Start free
4.1%
Grow · $99/mo

Simple A/B.

Pick a page. Create a variant. Split traffic 50/50. The statistical engine declares the winner when the data is ready. Manual setup, evergreen wins.

Auto · Continuous
Gen 1
3.2%
Gen 2
4.1%
Gen 3
5.0%
Gen 4
6.4%
Scale · $399/mo

Full optimization.

Continuous loop. Test, declare, generate the next variant, test again. Cross-page learning shares signal across your portfolio. Hands-off after setup.

No. 03 · Inside the editor

The test runs in the page.

Hotjar lives in another tab. VWO lives in another tool. Leadpages runs the test inside the same editor where you built the page. See the loser. Fix the section. Hit publish. The next test starts with one click.

  • Built into every published page. No tag manager, no third-party JavaScript, no QA on staging.
  • Server-side traffic split. Zero flicker. The visitor sees their variant on first paint.
  • Up to 4 variants per test. Even or weighted splits. Click any element to pick the goal.
  • Statistical engine. Declares the winner with a confidence band when data is ready.
  • Smart Traffic (Optimize+). Multi-armed bandit shifts share toward the leader mid-test.
Why server-side

0ms delay. Visitor sees their variant on first paint. Client-side A/B tools cause a 200-800ms flicker as JavaScript swaps content after the page renders. Worse data. Worse experience. Every test.

+386% B vs A
app.leadpages.com / editor / spring-promo / test A/B running
Get a quote
Spring promo lands in 60s.
Connect brand. Prompt page. Publish.
Start free See pricing
Spring Promo Test Day 6 of 7
Variant A Original
2.1%
32 conversions · 1,502 visitors
Variant B Winning AI variant
10.2%
154 conversions · 1,510 visitors
87% confidence
Smart Traffic split 35% A · 65% B
No. 04 · The A/B tool comparison

Built in. On the same bill.

The four tools most often Googled alongside "A/B testing for landing pages." What you get at each entry tier — or, with VWO and Optimizely, the cost of running the tool at all.

Capability Leadpages VWO Optimizely Unbounce Instapage
A/B testing at entry plan $99 Grow From $314/mo Quote-only $149 Experiment $199 Optimize
AI variant generation Built in (Grow+) Add-on module Web AI add-on Smart Builder AdMap
Server-side testing Default Yes Yes Smart Traffic only Optimize only
Up to 4 variants Yes (A/B/C/D) Yes Yes Varies by plan Varies by plan
Page builder included Same editor Bring your own Bring your own Yes Yes
No traffic caps Every plan Tier-capped Tier-capped 20K cap (Build) 30K cap (Create)
Multi-armed bandit routing $199 Optimize Add-on Enterprise $249 Optimize $199 RTP
Continuous auto-optimization $399 Scale Custom Custom Not available Not available
Starting price $99/mo $314/mo Quote-only $99 (no A/B) $99 (no A/B)
Built in, no add-ons 8 of 8 3 of 8 3 of 8 2 of 8 2 of 8

Pricing pulled from each provider's public plan pages, May 2026. Capability availability checked against published plan documentation.

No. 05 · Pricing

A/B starts at $99.

Every plan includes A/B testing, unlimited pages, unlimited traffic, and AI page creation. Smart Traffic and AI-assisted variants unlock at Optimize. Full Optimization (continuous loop) unlocks at Scale.

Grow
$99/mo

$79/mo billed annually

Simple A/B

Manual variants. Even traffic split. Statistical winner declaration.

  • A/B testing (manual + AI variants)
  • Up to 4 variants per test (A/B/C/D)
  • Statistical engine + confidence band
  • Goal-element targeting
  • Server-side traffic split, zero flicker
  • AI page builder + Brand Kit
  • Dynamic Text Replacement
  • Analytics, 12-month retention
  • Smart Traffic (multi-armed bandit)
  • Full Optimization (continuous loop)
Scale
$399/mo

$319/mo billed annually

Full Optimization

Continuous loop. Test, declare, generate, test. Hands-off after setup.

  • Everything in Optimize
  • Full Optimization (continuous loop)
  • Cross-Page Learning
  • Revenue Optimization
  • Team RBAC
  • Analytics, 36-month retention + warehouse export
No. 06 · FAQ

Shopping questions.

Do I need a developer to set up A/B tests?

No. Create a variant, pick a goal, set your traffic split, and publish. Everything happens inside the page editor. No code, no JavaScript snippets, no tag manager configuration. If you can edit a page, you can run a test.

What's the difference between A/B testing and Smart Traffic?

A/B testing (Grow $99/mo) splits traffic evenly and measures which variant converts better. Smart Traffic (Optimize $199/mo) uses a multi-armed bandit to route each visitor to the variant most likely to convert them. They work together: A/B testing finds the winner, Smart Traffic routes intelligently. You can run either one, or both on the same page.

What happened to Google Optimize?

Google shut Optimize down in September 2023. The free alternatives now require a developer. The paid alternatives cap your traffic or charge $199+. Leadpages includes A/B testing at $99/mo with no cap. If you came here from a "Google Optimize alternative" search, this is the most direct replacement built for marketers.

How is this different from Unbounce Smart Traffic?

Both route visitors to the best-converting variant. The differences: Unbounce caps you at 20,000 visitors on their $99 Build plan and locks full Smart Traffic behind their $249/mo Optimize tier. Leadpages has no traffic cap at any tier. Our AI generates the variants for you. And A/B testing is included at $99/mo, not gated to a higher plan.

How much traffic do I need to run a test?

The statistical engine tells you when you have enough data to declare a winner with confidence. More traffic means faster results, but there's no minimum to start a test. A page getting 1,500 visitors a week can still produce a confident winner inside the 7-day trial window.

Can I test more than two variants?

Yes. You can create up to 4 variants per test (A, B, C, D) and split traffic across all of them. Smart Traffic (Optimize+) handles multi-variant routing automatically. The statistical engine compares each variant against the others.

Test it. Win it. Ship it.

The A/B engine, AI variants, and Smart Traffic on the same platform as the page editor. 7-day free trial. Full platform access.

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