How to run an AB Test in Node.js

To run a simple A/B experiment in a webpage with Node.js using the Statsig SDK, you'll go through a few essential steps. This will involve setting up a simple Node.js server, integrating with the Statsig SDK for A/B testing, and configuring your experiment in the Statsig console.

Step 1: Set Up a Basic Node.js Server

1. Initialize Your Node.js Project:

   • Create a new directory for your project, navigate into it, and run npm init -y to create a package.json file.

2. Install Necessary Packages:

   • Install Express for your web server and the Statsig SDK for Node.js by running:

     npm install express statsig-node

3. Create Your Server:

   • Create an index.js file and set up a basic Express server. Here's a simple example:

     const express = require('express');
     const app = express();
     const port = 3000;
     
     app.get('/', (req, res) => {
         res.send('Hello, World!');
     });
     
     app.listen(port, () => {
         console.log(`Server listening at http://localhost:${port}`);
     });

   • Verify the app runs by issuing node index.js command

Step 2: Integrate Statsig for A/B Testing

1. Initialize Statsig:

   • At the top of your index.js, require the Statsig SDK and initialize it with your server-side SDK key.

   • Modify your route to serve different content based on the experiment's variant.

   • Ensure you replace 'your-server-sdk-key' with your actual Statsig server-side SDK key and 'your_experiment_key' with the name of your experiment.

     const statsig = require('statsig-node');
     const express = require('express');
     const app = express();
     const port = 3000;
     
     // Initialize Statsig server-side SDK
     statsig.initialize('your-server-sdk-key').then(() => {
       app.get('/', async (req, res) => {
         const user = { userID: 'user123' }; // Customize as needed
         const experiment = statsig.getExperimentSync(user, 'experiment_name');
         const ev = experiment.getValue('parameter_name', 'Default Text');
         res.send(`<h1>${ev}</h1>`);
       });
     });
     
     app.listen(port, () => {
       console.log(`Server listening at http://localhost:${port}`);
     });

   • Run the app by issuing node index.js command

Step 3: Create Your A/B Test in Statsig Console

1. Log into Statsig Console:

   • Go to the Statsig Console and log in.

2. Create a New Experiment:

   • Navigate to the "Experiments" section and click on "Create New".
   • Fill in the details for your experiment, including giving it a unique key (e.g., 'your_experiment_key').

3. Configure Experiment Variants:

   • Add variants for your experiment (e.g., control and test).
   • Within each variant's configuration, add a parameter named textToShow and assign the text you wish to display for each variant.

   

4. Launch the Experiment:

   • After setting up your variants and parameters, save and start the experiment.

By following these steps, you've created a simple Node.js application that runs an A/B test to serve different text content based on the variant assigned to a user in the Statsig experiment. This setup enables you to conduct A/B testing efficiently, allowing you to make data-driven decisions based on user interaction with your application.