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Lead conversion rate: what it actually means, the formula, and benchmarks by industry

Your lead conversion rate is the percentage of leads that take the next step in your sales process. That could mean filling out a form, booking a demo, or eventually becoming a customer. The average across industries is roughly 2-5% for visitor-to-lead and 2-7% for lead-to-customer. It depends on your industry ...

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Mobile app conversion rate: benchmarks for every stage of the funnel

What is a mobile app conversion rate? It's the percentage of people who take a specific action in your app. But "mobile app conversion rate" actu ...

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Multi-armed bandit testing: what it is, when it works, and when it backfires

A multi-armed bandit is an algorithm that automatically sends more traffic to whichever version of your page is winning. Instead of splitting visitors 50/50 and ...

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The null hypothesis in A/B testing: what it means and why most tests prove it right

The null hypothesis says your change made no difference. That's it. When you run an A/B test, the null hypothesis is the default assumption that Version A and V ...

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Product page optimization: a data-backed guide to ecommerce pages that convert

Product page optimization is the process of improving every element on your ecommerce product page so more visitors buy. Not more traffic. More conversions from ...

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SaaS conversion rate benchmarks (2026): what the data actually says

SaaS conversion rate benchmarks at a glance The median free-to-paid conversion rate across all SaaS products is about 8%. But that number hides e ...

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Sequential testing: when to stop your A/B test early

Sequential testing lets you check A/B testing results as data comes in. Without getting tricked by random noise. Instead of waiting for a pre-set ...

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Shopify conversion rate optimization: a plan-by-plan guide to what you can actually change

What Shopify conversion rate optimization actually means It means making more of your existing Shopify visitors buy something, but what you're al ...