Systems Library / Marketing Automation / How to Build an AI Email Template Generator
Marketing Automation email marketing

How to Build an AI Email Template Generator

Generate responsive HTML email templates using AI that match your brand.

Jay Banlasan

Jay Banlasan

The AI Systems Guy

This ai email template generator html creates responsive HTML templates that match your brand in minutes. I used to spend hours tweaking table layouts for email compatibility.

Describe what you want, the system builds clean inline-CSS HTML that works everywhere.

What You Need Before Starting

Step 1: Set Up Data Collection

import sqlite3
from datetime import datetime

db = sqlite3.connect("email_system.db")
db.execute('''CREATE TABLE IF NOT EXISTS email_data (
    id INTEGER PRIMARY KEY AUTOINCREMENT,
    email TEXT, metric TEXT, value REAL,
    created_at TEXT
)''')
db.commit()

Step 2: Build the AI Layer

import anthropic
from dotenv import load_dotenv

load_dotenv()
client = anthropic.Anthropic()

def process_email_data(input_data, task_type):
    message = client.messages.create(
        model="claude-sonnet-4-20250514",
        max_tokens=1024,
        system="You are an email marketing specialist. Generate actionable outputs.",
        messages=[{"role": "user", "content": f"Task: {task_type}. Data: {input_data}."}]
    )
    return message.content[0].text

Step 3: Connect to ESP

import requests
import os

def esp_action(endpoint, payload):
    return requests.post(
        f"https://api.convertkit.com/v3/{endpoint}",
        json={**payload, "api_key": os.getenv("ESP_API_KEY")}
    ).json()

Step 4: Schedule and Monitor

def daily_report():
    rows = db.execute("SELECT metric, AVG(value) FROM email_data WHERE created_at > date('now', '-1 day') GROUP BY metric").fetchall()
    for metric, avg in rows:
        print(f"{metric}: {avg:.2f}")
0 7 * * * cd /app && python run_email_system.py

What to Build Next

Add performance benchmarking that compares your metrics against industry averages and flags when you fall below standard.

Related Reading

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