How to Build Client Payment Reminders using Twilio, Notion, and Python

August 03, 2022
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Running a business requires payment handling. It doesn't matter whether you are a freelancer or a big corporation, sometimes clients forget to pay their pending dues. If you have a huge list of clients, it makes for a tedious experience to go through the records daily and send them reminders. To solve this issue, you can automate the entire reminder workflow.

In this tutorial, you’ll learn to use Twilio’s WhatsApp API with the Notion API and Python to send payment reminders to your clients at regular intervals. You will use Notion for storing data, Twilio for sending WhatsApp messages, and Python to implement the business logic. We will create three reminders that will be sent 7 days before, 3 days before, 1 day before, and each day after the payment is due.


To follow this tutorial you need the following items:

The entire code for this repository is available in this GitHub repository.

Creating a Notion Database

The first thing you need to do is to create a Notion database.

To do so, open your Notion account, click on Add a page, and select Table under the databases.

Create Notion database

Once the table is created, select the data source as a New database and give your database a name like “Clients”.

Name Notion database

Every database table in Notion has a set of fields in which you can store your data. Add the following three fields after the Name field to your table:

  1. Pending Amount (Number) - for specifying the amount to be paid by the client.

Add Pending Amount field
  1. Due Date (Date) - for specifying the payment’s due date.

Add Due date field
  1. Phone No. (Phone) - a phone number of the client.

Add Phone Number field

After creating your database, you need to add some test clients to it. For the sake of this tutorial, you can add the details of your family members and add the phone numbers that you can access. Make sure to add the phone numbers in E.164 format as recommended by Twilio otherwise you might get some errors while sending messages.

Clients Table in Notion

Your Notion database is now set up. Next, you need to query the data in Notion using the Notion API in your Python application.

Getting Notion API Token

To use the Notion API, you need to create a Notion integration and get an API access token.

To do so, visit and create a new integration. Give it a name “Payment Reminder”, and upload a logo if you want to.

Create Notion integration

Next, set its Content Capabilities to Read Content only and Comment Capabilities to None, and User Capabilities to No user information only and click Submit.

Setting Notion Integration Permissions

Once the integration is created, you will be presented with a secret API token. Copy and keep it safe as you will be using it later while writing the Python application.

Notion Integration token

By default, Integrations don't have access to pages or databases in Notion. So, you need to share the specific page or database that you want to query with the Notion API with your integration.

To do so, open your database in Notion. Click on the Share button and use the selector to find your integration by its name, and click Invite.

Sharing integration with Notion database

With that, you can now access your Notion database using the Notion API in your Python application.

Setting Up Python Project

First, open your terminal, navigate to a path of your choice, create a project directory called “payment-reminders”, and set up a virtual environment by running the following commands in your terminal:

mkdir payment-reminders && cd payment-reminders
python3 -m venv venv
source venv/bin/activate

For this project, you need to install the following PIP dependencies:

  • twilio - Twilio’s Python SDK client for Twilio API.
  • requests - Used to make HTTP requests.
  • python-dotenv - Used for reading environment variables from the .env file.

Next, install the above-listed PIP dependencies by running the following command in your terminal:

pip install twilio requests python-dotenv

Connecting to Notion API and Check Service Status

Now is the time to write some code. Firstly, you want to connect to the Notion API and fetch the entries in your database. Once you have the entries, you can loop over them and check their status by sending a GET request.

To do so, first create a src directory at the project’s root directory. In the src directory, create a file and add the following code to it:

import os
from datetime import datetime

import requests
from dotenv import load_dotenv



# 1
def get_client_details() -> list:
    This function calls the Notion API to get a list of clients that we need to monitor.

    headers: dict = {
        'Authorization': f'Bearer {NOTION_API_TOKEN}',
        'Content-Type': 'application/json',
        'Notion-Version': '2021-08-16',

    # uses <>
    response: Response =
        f'{NOTION_API_BASE_URL}/databases/{NOTION_DATABASE_ID}/query', headers=headers)

    if response.status_code == 200:
        json_response: dict = response.json()['results']
        print("Something went wrong")

    # 2
    clients: list = []
    for item in json_response:
        client: dict = {
            'id': item['id'],
            'name': item['properties']['Name']['title'][0]['plain_text'],
            'pending_amount': item['properties']['Pending Amount']['number'],
            'due_date': item['properties']['Due Date']['date']['start'],
            'phone_number': item['properties']['Phone No.']['phone_number'],

    return clients

# 3
def is_due(due_date: str) -> bool:
    This function checks if the date is due or not.

    today =
    delta = datetime.strptime(due_date, "%Y-%m-%d") - today
    return delta.days == 7 or delta.days == 3 or delta.days == 1 or delta.days < 0

# 4
def main():
    clients: list = get_client_details()
    for client in clients:
        if is_due(client['due_date']):

if __name__ == '__main__':

In the above code:

  1. In the get_client_details function, you connect to the Notion API and query your Notion database to get the data stored in it. The POST request to{NOTION_DATABASE_ID}/query returns the following response:

Notion API response
  1. As the response is pretty big and you don’t need all of the data, you reduce the response by creating a new list of clients that have the following structure:
    'id': item['id'],
    'name': item['properties']['Name']['title'][0]['plain_text'],
    'pending_amount': item['properties']['Pending Amount']['number'],
    'due_date': item['properties']['Due Date']['date']['start'],
    'phone_number': item['properties']['Phone No.']['phone_number'],
  1. In the is_due function, you check whether the due_date is due or not. Since in this tutorial the objective is to send a reminder before seven days, three days, one day before the due date, and each day after the due date, this function checks the same.
  2. In the main function, you call the get_client_details function and for the clients that have a pending due date, you call the send_reminder function, which you will write in the next section.

Next, create a .env file in the project’s root directory and add the following two environment variables to it:


To get your database ID, check out the URL structure for a Notion page -{workspace_name}/{database_id}?v={view_id}. The part that corresponds to {database_id} in the URL is your database’s ID. It is a 36-character long string.

If your Notion database is not within a workspace, or if it simply doesn’t match the URL shown above, it probably looks like this:{database_id}?v={view_id}.

Sending WhatsApp Notifications

Sending reminders is the main objective of this tutorial. For sending reminders, you can use the Twilio WhatsApp API to perform this task.

To do so, first, log in to your Twilio account and visit the Twilio console. On the console, look out for the Account Info section and obtain the Account SID and Auth Token.

Twilio Account Credentials

Next, activate your Twilio Sandbox to send and receive WhatsApp messages.

Next, add the Account SID and Auth Token as environment variables to your .env file:


Next, update the by adding the twilio library at top of the file and and the send_reminder function before the main function:

from import Client


# 1
def send_reminder(client: dict):
    This function sends a WhatsApp notification using the Twilio WhatsApp Business API.

    twilio_client = Client(TWILIO_ACCOUNT_SID, TWILIO_AUTH_TOKEN)

    # This is the Twilio Sandbox number. Don't change it.
    from_whatsapp_number = 'whatsapp:+14155238886',
    to_whatsapp_number = f"whatsapp:{client['phone_number']}"
    body: str = f"Hi {client['name']}. Your payment of USD{client['pending_amount']} is due since {client['due_date']}."

        print('There was an error sending the message')

In the above code, you define the send_reminder function that takes client as input. It uses Twilio Python SDK (Client) to send a WhatsApp message from a Twilio Sandbox phone number to the client’s phone number to_whatsapp_number. The body of the message contains the client’s name, pending amount, and the due date.

Finally, execute the Python application by running the following command in your terminal:

python src/

If there are any empty rows or fields in your Notion database, the application might throw an index error. Otherwise, if there are any clients with due dates, then the application will send some WhatsApp notifications:

WhatsApp message by Twilio

Automating Sending Reminders

The final step is to automate the process of running the Python code on a regular basis to keep checking for new due dates. There are a lot of ways which you can automate the script execution, for example - host your script on Heroku and use Heroku Scheduler, use Crontab on a self-hosted machine, or use Github Actions. For this tutorial, you will use Github Actions.

To do so, first, create a directory path .github/workflows in your project’s root directory. In .github/workflows, add a main.yml file and add the following code to it:

name: Monitoring

    - cron: "0 0 * * *"

    runs-on: ubuntu-latest
      - name: Setup Repository
        uses: actions/checkout@v2
          ref: main

      - name: Set up Python
        uses: actions/setup-python@v2
          python-version: 3.x

      - name: Install PIP Dependencies
        run: |-
          python -m pip install --upgrade pip
          pip install -r requirements.txt

      - name: Send Reminders
        run: |-
          python src/

The above Github Action is scheduled to run every day at 00:00 UTC as specified by the line cron: "0 0 * * *". Depending upon your requirement, you can change the frequency at which the code runs. With workflow dispatch, you can run the action manually whenever you want.

A good tool to write CRON expressions is

Next, create a requirements.txt file to list all of the dependencies used by your Python application by running the following command in your terminal:

pip freeze > requirements.txt

Next, create a new Github repository. Go to Settings > Secrets > Actions.

GitHub Repository secrets

Next, add the following secrets and their respective values as repository secrets:

Github Secrets used by Actions

Next, initialize a Git repository in your local project by running the following command in your terminal:

git init

Next, create a .gitignore file in your project’s root directory and add the following files and directories to it to prevent them from being pushed to the upstream repository:


Finally, commit and push the changes to your upstream repository by running the following commands in your terminal:

git add .
git commit -m "initial commit"
git push origin main


To verify all of your work till now, visit the Actions tab and run the workflow manually.

Github Workflow

Wait for the workflow to complete and check for any notifications on your WhatsApp:

WhatsApp message sent from GitHub Actions workflow

And with that, you have successfully implemented the payment reminders for your clients.


Congratulations! In this tutorial, you learned to send payment reminders using Twilio, Notion, and Python. You used Notion to store the client’s data, Python for logic, Twilio for WhatsApp notifications, and GitHub Actions for automation.

Let me know if this project helped you or just say Hi! by reaching out to me over email! The entire code for this repository is available in this GitHub repository.

Ravgeet is a remote, full-time, full-stack developer and technical content writer based in India. He works with and writes about React, Vue, Flutter, Strapi, Python, and Automation. He can be reached via email ravgeetdhillon[at], LinkedIn, and Github.