How Surface AI Can Help Product Managers Optimize Their Products

September 9, 2025

Quick Product Feedback, Zero Engineering Overhead

Our simple implementation, combined with powerful multivariate bandit testing, helps PMs create a feedback loop that prioritizes optimization based on real user traffic, without all the configuration & coordination headache that comes with other platforms.

Getting started with Surface is easy.

Simply identify the page (or funnel) you’d like to optimize, and run it through our analyzer to build your optimization strategy. We’ll help you define your goals and find the key components that should be optimized in order to reach those goals.

Once you've built your strategy, our AI agents generate the variants.

Let's say you need to optimize your checkout flow, but you're not quite sure what type of copy you want on your call to action.

Our agent will help you create as many different versions as you need. Then, with one click you can set them live –and they will begin receiving live traffic immediately.

If you're used to traditional A/B testing, you likely split traffic 50/50 between two versions, wait weeks for statistically significant data, and then debate its meaning—often without being sure if conversions truly improved.

Surface AI - Real-Time Personalization and AI Variants

With Surface AI, we use a different technique:

Multivariate bandit testing.

This type of analysis allows you to set up a test with as many variants as you like. As traffic is sent to each variant, we measure the conversion rates; the variant(s) that are converting best will then receive a larger share of the traffic. This allows optimization to be dynamic and continuous, responsive to trends, and (with our help) straightforward to interpret.

As a PM, we know you are constantly faced with difficult choices of where to spend your team’s time and resources. Surface AI can help streamline your optimization efforts so that they will no longer have to figure into that equation, and you and your team can focus on innovation.

Ready to give it a spin? Start here.

We're launching our freemium tier soon.

Turn traffic into revenue.
Reach out and discover how Surface can boost your conversions — fast.

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