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GuideAugust 1, 20263 min read

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

Discover the exact steps to export App Store reviews to a spreadsheet. This guide covers using API methods and tools like ReviewTower for efficient review management.

Understanding the Need to Export App Store Reviews

Collecting user feedback through app reviews is crucial for developers and agencies to enhance app performance and customer satisfaction. However, managing these reviews can be cumbersome if you need to analyze them in bulk or share them with your team. Exporting these reviews to a spreadsheet allows for efficient analysis and reporting.

Exporting App Store Reviews Manually

If you're looking to export reviews from the Apple App Store manually, you'll need to navigate through App Store Connect:

  • Go to App Store Connect and sign in with your developer account.
  • Navigate to My Apps and select your app.
  • Go to ActivityApp Store VersionsRatings and Reviews.
  • Here, you can view all your app reviews, but there's no direct export option.
  • To export, you might need to manually copy and paste the reviews into a spreadsheet, which can be time-consuming.

Using App Store APIs for Automation

For a more automated approach, Apple's App Store Connect API can be utilized:

  • First, set up an API key in App Store ConnectUsers and AccessAPI.
  • Use the GET /v1/apps/{id}/customerReviews endpoint to retrieve reviews. Replace {id} with your app's ID.
  • Parse the JSON response in your preferred programming language to extract review data.
  • Convert this data into CSV format using libraries like Pandas in Python or csv-parser in Node.js.

Sample Python Script

import requests
import pandas as pd

# Replace 'your_api_key', 'issuer_id', and 'app_id' with actual values
url = f'https://api.appstoreconnect.apple.com/v1/apps/{app_id}/customerReviews'
headers = {'Authorization': 'Bearer your_api_key'}

response = requests.get(url, headers=headers)
data = response.json()

# Extract reviews
reviews = [{'id': review['id'], 'rating': review['attributes']['rating'], 'title': review['attributes']['title'], 'text': review['attributes']['review']} for review in data['data']]

# Convert to DataFrame
df = pd.DataFrame(reviews)

# Export to CSV
df.to_csv('app_reviews.csv', index=False)

Leveraging Tools Like ReviewTower

For those who prefer a more streamlined solution, tools like ReviewTower offer an integrated approach to manage and export reviews. ReviewTower allows you to:

  • Connect your App Store account and centralize all reviews into one dashboard.
  • Filter reviews by rating, date, or keyword to find the most relevant feedback.
  • Easily export filtered reviews to a CSV file without manual data handling.

ReviewTower also sends instant notifications for new reviews, enabling prompt responses to user feedback.

Ensuring Data Accuracy and Security

When exporting and handling user data, it's crucial to adhere to privacy regulations such as GDPR. Ensure that any tool or script you use complies with these standards and that your data handling practices do not compromise user privacy.

Conclusion

Exporting App Store reviews to a spreadsheet is essential for effective review management and analysis. Whether you choose a manual method, API automation, or a tool like ReviewTower, each approach offers its own benefits. Evaluate your needs and resources to select the best method for your team.

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