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

Understanding the Need to Export App Store Reviews

As a mobile app developer or agency, analyzing user feedback is crucial for improving your product. Exporting these reviews into a spreadsheet provides a clear, structured way to analyze data, identify trends, and make data-driven decisions. Here's how you can achieve this with precision.

Exporting Reviews Directly from App Store Connect

Apple's App Store Connect provides a simple but somewhat limited way to access user reviews. Here's how you can export them:

Log into your App Store Connect account.
Navigate to My Apps and select the app whose reviews you want to export.
Go to the Ratings and Reviews section.
While App Store Connect does not offer a direct export feature, you can manually copy reviews or use a web scraping tool to extract data.

For a more automated approach, consider using ReviewTower, which streamlines this process.

Automating the Export with ReviewTower

ReviewTower offers a seamless solution for exporting reviews from the App Store to a spreadsheet, saving you time and effort. Here's how it works:

Sign up for ReviewTower and connect your App Store account via the OAuth process.
Navigate to the Dashboard and select your app.
Use the Export functionality to download reviews directly to a CSV file — perfect for importing into any spreadsheet application like Excel or Google Sheets.
Set up automated exports so you receive updated reviews regularly, without manual intervention.

Using Third-Party Scripts and APIs

For those comfortable with coding, you can utilize third-party scripts and APIs for more control over the data extraction process. Here's a basic outline using Python:

Step-by-Step Python Script

import requests
import csv

app_id = 'YOUR_APP_ID'
url = f'https://itunes.apple.com/rss/customerreviews/id={app_id}/json'

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

with open('app_reviews.csv', 'w', newline='', encoding='utf-8') as csvfile:
    fieldnames = ['author', 'title', 'content', 'rating', 'date']
    writer = csv.DictWriter(csvfile, fieldnames=fieldnames)
    writer.writeheader()

    for entry in data['feed']['entry']:
        writer.writerow({
            'author': entry['author']['name']['label'],
            'title': entry['title']['label'],
            'content': entry['content']['label'],
            'rating': entry['im:rating']['label'],
            'date': entry['updated']['label']
        })

Replace YOUR_APP_ID with your actual app ID. This script will create a CSV file with basic review details.

Actionable Takeaway

Whether you choose to manually export reviews, use ReviewTower for automation, or write your own script, exporting App Store reviews into a spreadsheet is essential for effective analysis. Automating this process not only saves time but ensures that you have the most up-to-date feedback to inform your development decisions.