This content originally appeared on DEV Community and was authored by Axel Navarro
I'll explain how to create an experiment in the Google Optimize (GO) panel to get a simple boolean flag in our JavaScript code, specifically using Reactjs, to display the original version of our web, or the experiment.
I won't focus on the creation of experiments or specific configurations. This post will be centered on how to connect GO with JavaScript code.
Introduction
I needed to integrate Google Optimize to do an A/B testing in a project I'm working on. I've found that GO was made for end users so that they can make little changes (text, CSS styles, etc.) in the website without needing a developer.
But I couldn't find a good guide about how to receive a bool
flag in the frontend to develop a basic if
in JavaScript.
The Optimize panel
Creating an experiment
First, we should create an A/B test experiment using the Google Optimize panel. Make a click to the Create experiment
button. 🧪
Give a name to the experiment and select the A/B test
option.
When you link the experiment to a Google Analytics (GA) account the experiment receives an Experiment ID
.
🧠The developer will use this ID
to read the flag in the JavaScript code. The experiment name is not used in the JavaScript side.
Make sure you assign an objective to the experiment.
Now, you can start
the experiment. 🧫
Assigning an activation event
Review the Activation event
setting, because you can't use the experiment as a flag in the JavaScript code until that event is fired.
You can leave the activation event as page load
to let the experiment ready when the page loads.
Or, you can use a custom event that will activate the experiment.
Using in JavaScript
Installation
Setup the GO SDK via Google Tag Manager (GTM) or adding the script tag to download it directly.
Reading the flag value
The google_optimize
object will be available as a global variable at the window
level:
const variant = window.google_optimize.get('<experiment_id>');
If the get
function returns undefined
that means the experiment is not available for this page. Maybe it is misconfigured, or it doesn't apply for this page, or the experiment ID is not correct.
switch (value) {
case '0':
// Code for visitors in the original.
break;
case '1':
// Code for visitors in the first variant.
break;
case '2':
// Code for visitors in another variant.
break;
default:
// Code when the experiment has finished or misconfigured.
}
Dispatching the activation event
If the experiment requires a custom event to activate you should dispatch it
let variant;
if (window.dataLayer) {
await window.dataLayer.push({event: 'optimize.activate'});
}
const intervalId = setInterval(() => {
if (window.google_optimize !== undefined) {
variant = window.google_optimize.get('<experiment_id>');
clearInterval(intervalId);
}
}, 500);
We don't know when google_optimize
is going to be be available on the window
, we should use setInterval
to read the variant when the experiment it's available.
React integration
Now we can preset a useful hook for React:
const useExperiment = (experimentId) => {
const [variant, setVariant] = useState();
useEffect(() => {
(async () => {
if (window.dataLayer) {
await window.dataLayer.push({ event: 'optimize.activate' })
}
const intervalId = setInterval(() => {
if (window.google_optimize !== undefined) {
// Set the variant to the state.
setVariant(
window.google_optimize.get(experimentId)
);
clearInterval(intervalId);
}
}, 100);
})();
})
return variant;
}
const MyComponent = () => {
const variant = useExperiment(YOUR_EXPERIMENT_ID_GOES_HERE);
// here you can apply your conditional.
return (
<div>...</div>
);
}
Conclusion
Now, you know how to build experiments that send the name of the variant to the frontend and how to read that value in JavaScript code using the Experiment ID
to apply the required conditionals to display the correct variant in our web sites.
Additionally, we have a simple React hook to plug in to the React components and build your own variant-verse. 🦸
This content originally appeared on DEV Community and was authored by Axel Navarro
Axel Navarro | Sciencx (2021-10-25T11:55:57+00:00) Use Google Optimize in React web for A/B Testing. Retrieved from https://www.scien.cx/2021/10/25/use-google-optimize-in-react-web-for-a-b-testing/
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