Prompt
How do I personalize emails using API data?
Latest observation
Oct 9, 2026
OpenAI APIWeb search: off
To personalize emails using API data, the general idea is:
- Fetch user-specific data from your API
- Insert that data into an email template
- Send the rendered email
Basic flow
1) Get data from your API
Example API response:
{
"first_name": "Ava",
"last_purchase": "Running Shoes",
"recommended_product": "Lightweight Socks"
}
2) Put placeholders in your email template
Example template:
Hi {{first_name}},
Thanks for buying {{last_purchase}}.
You might also like: {{recommended_product}}.
3) Render the template with API data
Your app replaces placeholders with real values before sending.
Example in JavaScript
async function sendPersonalizedEmail(userId) {
const res = await fetch(`https://api.example.com/users/${userId}`);
const user = await res.json();
const email = `
Hi ${user.first_name},
Thanks for buying ${user.last_purchase}.
You might also like: ${user.recommended_product}.
`;
await sendEmail({
to: user.email,
subject: `Recommended for you, ${user.first_name}`,
body: email
});
}
Example with a template engine
If you use tools like Handlebars, Mustache, or Liquid, the process is cleaner:
<p>Hi {{first_name}},</p>
<p>Thanks for buying {{last_purchase}}.</p>
<p>You might also like: {{recommended_product}}.</p>
Then render it:
const template = fs.readFileSync("email.hbs", "utf8");
const html = handlebars.compile(template)(userData);
Best practices
- Keep templates separate from code
- Fallback gracefully if data is missing
- Avoid over-personalizing in a way that feels creepy
- Validate and sanitize API data
- Cache data if you’re sending emails at scale
Common personalization ideas
- First name
- Location
- Recent activity
- Last purchase
- Plan tier
- Abandoned cart items
- Product recommendations
If you want, I can also show you:
- a real example using SendGrid/Mailchimp
- a Python example
- or how to do this with dynamic email templates and a CMS.