How A/Bee Works

A/Bee generates test ideas, runs experiments, learns what works, and keeps optimizing. You stay in control. Results compound over time.

What you can test

Clear goals and copy that affects conversions. Works at any traffic level.

Headlines & CTAs

Homepage heroes, landing page copy, button text. The high-impact elements that move the needle most.

Programmatic pages

Directory sites, city pages, long-tail SEO. One experiment optimizes thousands of similar pages at once.

Multi-step funnels

Test each step with its own goal. Find exactly where you're losing people, then fix it.

E-commerce & product pages

Product pages, cart, checkout. Every percentage point of conversion equals real revenue.

The optimization loop

Set it up once. It keeps getting smarter.

1

You describe the context

Tell the system what you're testing, who it's for, and what goal matters. It asks clarifying questions if needed.

2

Hypotheses are generated

Strategic angles with real reasoning — not generic copy swaps. Each hypothesis targets a different reason your audience might convert. Learn more →

3

You approve variations

Review what's proposed. Approve what fits your brand, reject with feedback. Your input shapes future suggestions.

4

Real users decide

Traffic splits between control and challenger. Bayesian stats show early signals; frequentist tests confirm winners.

5

Winners promoted, losers retired

Winners become the new control. Losers are retired. New challengers are generated. The cycle continues automatically.

6

Knowledge compounds

Every test teaches the system something. Patterns that work get reinforced. Dead ends get avoided. Your next test is smarter than your last.

Under the hood

Specialized AI agents work together — generating hypotheses, scoring ideas, catching problems, and learning from every result. Each has one job. The test is the truth.

💡

Hypothesis Generator

Creates strategic angles based on conversion psychology and your specific context — not generic copy swaps.

🎯

The Critic

Filters out ideas too similar to what you've tested. No wasted cycles on variations that are basically the same.

😈

Devil's Advocate

If scarcity messaging failed 3 times, it won't let a 4th through. Knows when to move on from dead-end approaches.

🛡️

Safety Gates

Flags claims you can't make. “Guaranteed results” in fintech? Blocked before you see it.

📝

The Editor

Learns from your rejections. “Too salesy”? “Can't claim that”? Parses the feedback and applies it to every future batch.

🔍

Retrospective Analyst

Separates bad ideas from bad execution. If a writing style fails across multiple tests, it gets flagged. One bad hypothesis doesn't tarnish a viable approach.

Want to see how hypotheses are generated? See real examples →
Prefer to let it run on autopilot? Learn about automated testing →

Getting the most out of A/Bee

A few principles that make a big difference.

Do

  • One experiment per page element. Test your hero OR your CTA, not both at once.
  • Use specific goals for each funnel step. Homepage tracks “clicked_cta”, signup page tracks “completed_signup”.
  • Give tests time. Wait for statistical significance, not just a day of data.
  • Describe context, not strategy. Tell the system what you're testing and who it's for. Let it decide the angles.
  • Give feedback when you reject. “Too salesy” or “can't make that claim” helps the system learn your voice.

Avoid

  • Expecting quick results on low-traffic pages. Fewer visitors just means longer tests. Be patient — the data will come.
  • Overlapping goals. If two experiments track the same goal, you won't know which caused conversions.
  • Stopping early. “Looks like a winner” after a day is usually noise. Let the stats confirm.
  • Auto-approving sensitive content. Review copy carefully for legal/compliance pages.
  • Short campaigns. A 48-hour flash sale won't give enough data. A/Bee is for ongoing optimization.

Quick start

Up and running in three steps.

1

Create a goal

Define the action that matters (click, signup, purchase) and add one line of tracking code.

2

Create an experiment

Describe what you're testing. The system generates hypotheses and variations for you to review.

3

Integrate & launch

Add the snippet to your page. Approve variations. Hit play. Watch the optimization begin.

Start optimizing today

Continuous optimization that runs itself. Free to start. Built for CRO professionals.