You can run a clean A/B test on a no-code site without a paid tool, if you follow the steps.

You can run a clean A/B test on a no-code site without a paid tool, if you follow the steps.

Here's the lean version. Pick ONE variable, headline OR button OR hero, never three at once or you learn nothing. Define the success metric before you start, usually a single conversion event. Split traffic with a native feature or a lightweight script, 50/50, same traffic source. Run it until you hit a real sample, not until it 'looks good' on day two. Calculate significance with a free online calculator, don't eyeball a 3% lift on 80 visitors. Ship the winner, document it, then test the next thing. Most 'tests' are just two pages and a guess.

Am I wrong, or did you call a winner on 50 sessions?