AI-Powered A/B Test Planning Tool

Plan better A/B tests.
In 30 seconds.

ExperimentIQ is the A/B test planning tool that generates full experiment strategies โ€” hypothesis, audience segmentation, variant experiences, and confidence scoring โ€” instantly.

Start planning experimentsView demo

What is an A/B test planning tool?

An A/B test planning tool helps product managers, growth teams, and CRO specialists structure their experiments before launching them. Instead of starting from a blank page, a good planning tool guides you through writing a clear hypothesis, defining your audience segments, designing meaningful variant experiences, and estimating expected lift and confidence.

Most A/B testing platforms โ€” like Adobe Target, Optimizely, VWO, and AB Tasty โ€” are powerful execution tools. But they don't help you plan what to test or why. That's where ExperimentIQ comes in.

ExperimentIQ uses AI to generate a complete experiment strategy from a single sentence description. You describe your idea, and it produces a structured plan you can immediately implement in any A/B testing platform.

Everything your A/B test plan needs

ExperimentIQ generates each component of a complete experiment strategy.

๐Ÿงช
Structured Hypothesis
If/then/because hypothesis format that maps directly to your primary KPI and success metrics.
๐Ÿ‘ฅ
Audience Segmentation
Conservative, Balanced, and Growth segments with behavioral signals and traffic split recommendations.
๐ŸŽจ
Variant Experiences
4 distinct variant experiences per experiment โ€” not just button copy changes but full UX strategies.
๐Ÿ“Š
Confidence Scoring
AI-generated confidence score with positive and negative drivers specific to your experiment.
โš ๏ธ
Risks & Watchouts
Statistical, UX, technical, and operational risks identified before you launch.
๐Ÿ“ค
4 Export Formats
Export to JSON, Adobe Target schema, Jira ticket, or full PRD in one click.

How it works

1
Describe your experiment idea
Type your experiment idea in plain English. No special syntax or templates required.
2
AI segments your audience
ExperimentIQ automatically classifies users into Conservative, Balanced, and Growth segments with behavioral signals.
3
Get launch-ready variants
4 distinct experiences per experiment with strategy, rationale, HTML preview, and implementation notes.
4
Export and ship
One click to JSON, Jira ticket, Adobe Target schema, or full experiment PRD.

Who uses ExperimentIQ?

ExperimentIQ is built for anyone responsible for planning and running experiments:

  • Product Managers โ€” structure experiments for their roadmap without needing a data scientist
  • Growth Teams โ€” rapidly generate experiment ideas and get them into the backlog
  • CRO Specialists โ€” produce client-ready experiment plans in minutes instead of hours
  • Experimentation Consultants โ€” scale output without scaling headcount
  • Agencies โ€” deliver structured experiment plans as part of your CRO offering

Works across every industry

ExperimentIQ automatically detects your industry from the experiment idea and applies domain-specific segmentation, copy strategies, and risk patterns.

๐Ÿฆ Fintech & Banking
๐Ÿ“ฆ E-commerce
๐Ÿ’ป SaaS & B2B
๐Ÿฅ Healthcare
โœˆ๏ธ Travel
๐Ÿ“ฑ Subscriptions

Start planning better experiments today

Join product and growth teams using ExperimentIQ to plan faster, test smarter, and ship with confidence.

Try ExperimentIQ free