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GuideSeptember 28, 20262 min read

Export App Store Reviews to Spreadsheet: Step-by-Step Guide

Discover how to export your App Store reviews into a spreadsheet effortlessly. Follow our detailed guide with real steps and tools to streamline your data management process.

Understanding the Need to Export App Store Reviews

As a developer or app agency, reviewing user feedback is crucial for improving your app's functionality and user experience. Exporting App Store reviews into a spreadsheet allows for better analysis, tracking of trends, and sharing with your team. Here's how you can achieve this efficiently.

Step 1: Access App Store Connect

To start, log in to your App Store Connect account. Navigate to App Store Connect → My Apps and select the app for which you want to export reviews.

Step 2: Navigate to Reviews Section

Once you're in your app's dashboard, go to Ratings and Reviews. Here, you'll find all the reviews your app has received.

Step 3: Use Reviews API

Apple provides an App Store Connect API that allows you to programmatically access app review data. To use this API, you'll need to set up access tokens and permissions under App Store Connect → Users and Access → API. Make sure to read through the API documentation for detailed instructions on setting up and using the API.

Step 4: Automate Export with Scripts

Once your API access is set up, you can write a script to pull review data. Here's a basic Python script example:

import requests

api_url = 'https://api.appstoreconnect.apple.com/v1/reviews'
headers = {
    'Authorization': 'Bearer YOUR_ACCESS_TOKEN',
    'Accept': 'application/json'
}

response = requests.get(api_url, headers=headers)
reviews = response.json()

# Process and export to CSV
import csv
with open('app_reviews.csv', 'w', newline='') as csvfile:
    fieldnames = ['id', 'title', 'rating', 'comment']
    writer = csv.DictWriter(csvfile, fieldnames=fieldnames)
    writer.writeheader()
    for review in reviews['data']:
        writer.writerow({
            'id': review['id'],
            'title': review['attributes']['title'],
            'rating': review['attributes']['rating'],
            'comment': review['attributes']['comment']
        })

Step 5: Verify Your Export

After running the script, check the app_reviews.csv file to ensure it contains the correct data. Open it with your preferred spreadsheet software to verify.

Alternative Tools

If scripting isn't your forte, consider using tools like ReviewTower, which can streamline this process by integrating with App Store Connect and automatically exporting reviews to your dashboard or a spreadsheet.

Final Thoughts

Exporting App Store reviews to a spreadsheet doesn't have to be a daunting task. By leveraging APIs or using tools like ReviewTower, you can simplify the process and focus on analyzing the feedback that matters most. Regularly exporting and reviewing this data helps you stay ahead in providing an app that meets user expectations.

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