Bundle Optimizer
Every week, reviews all your bundle offers and prepares the next A/B test to raise revenue without hurting your margin.
Optimize bundle offers with weekly A/B test
Reviews your product bundles each week and prepares the next A/B test to lift revenue while protecting margin
About
This template runs a weekly agent that keeps your product bundle offers improving instead of sitting untouched. It is built for ecommerce founders and operators who sell bundles and want a steady pricing experiment running without managing the process by hand.
What it does
The Bundle Optimizer reviews every bundle offer you have in place, looks at how each one is performing on revenue and margin, and prepares the next A/B test to run. Each week it produces a concrete test proposal: which bundle to change, what to change about it, and what outcome the test is trying to prove. The goal is always to raise revenue without eating into your margin, so proposals weigh both sides rather than chasing sales at any cost.
How it works
- On a weekly schedule, the agent pulls together your current bundle offers and their recent performance.
- It identifies which bundles have the most room to improve and where a pricing or composition change could pay off.
- It drafts the next A/B test, including the variant to try and the metric that decides a winner.
- It hands you a clear recommendation so the test can go live.
Because it runs on its own every week, bundle testing becomes a continuous habit instead of a one time project. Over time, the sequence of tests builds a record of what actually moves revenue and margin for your store, so pricing decisions rest on results rather than guesses.
What you will need
Moon Bundles
Coworkers in this template
Frequently asked questions
Which accounts do I need to connect to use this?
You connect the store where your bundle offers live so the agent can read your current bundles and their margins. Setup takes about five minutes, after which the agent works on its own.
How often does the agent run?
The Bundle Optimizer runs weekly. Each week it reviews all your bundle offers and prepares the next A/B test to run.
What does the agent actually produce?
It prepares the next A/B test for your bundle offers, aimed at raising revenue without hurting your margin. The output is a ready test proposal based on a review of all your current bundles.
Does it review every bundle or just a few?
It reviews all your bundle offers each week, not a subset. From that full review it decides which test to set up next.
Will it lower my prices and cut into my margin?
No. The agent prepares tests designed to raise revenue without hurting your margin, so margin is a constraint it works within rather than something it trades away.
Does the agent run the A/B tests on its own?
The agent prepares the next A/B test each week based on its review of your bundles. The brief covers preparing the test, not managing live traffic beyond that preparation.
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