ASO teams
Keyword checks
Favorable to scraping
Export competing apps for approved keyword sets, compare rating counts, and keep a CSV snapshot beside ranking notes or release experiments.
App Stores$50Free
Apple App Store Search Scraper for CSV Export
This App Store search scraper exports Apple App Store result pages into a structured CSV for ASO research, competitor discovery, and app catalog monitoring. Import the workflow into the UScraper local desktop app, edit the search URLs, and collect app names, URLs, icons, ratings, rating counts, introductions, and query URLs without writing a crawler.
Output
CSV
Columns
7
Inputs
18 URLs
Blocks
7
Template
Free
At a glance
App Store search results to CSV
Search pages, not one app at a time
Start from App Store search URLs such as /us/iphone/search?term=music and collect visible result cards for each configured query and device path.
Structured export columns
Export app name, listing URL, introduction text, icon URL, star rating, rating count, and the original query URL for traceable ASO analysis.
Multi-URL loop already wired
The Navigate block cycles through 18 editable URLs, while Loop Continue advances the workflow after each Structured Export pass.
Local desktop workflow
Your search terms and CSV stay in the desktop workflow unless you add your own upload, sync, or sharing blocks.
The template is built for people who need a repeatable app store to CSV workflow, not a hosted SERP API integration. Apple search pages do not expose reliable numbered pagination in this workflow, so the practical scaling method is to add more targeted search URLs: more countries, more device paths, or more long-tail terms.
Who uses it
Use cases for App Store data exports
Product researchers
Market mapping
Favorable to scraping
Collect app names, listing URLs, introductions, and icons before grouping categories, spotting positioning patterns, or building a review shortlist.
Agencies
Client reports
Favorable to scraping
Run the same App Store search result export across regions and device paths, then hand off a spreadsheet that can be audited row by row.
For adjacent app-market research, pair this page with the Google Play Reviews Scraper, Google Search Scraper, Bing Search Results Scraper, and the full UScraper template library. Use the UScraper download page when you are ready to import the JSON file.
Automation flow
How the App Store scraper works
The workflow sets a 1920 by 1080 browser window, then opens the App Store search URLs stored in the Navigate block. Edit that URL list to change countries, devices, and terms instead of changing the export schema.
How to use
Export App Store search results to CSV
1
Download and import
Download the hosted JSON template, import it into UScraper, and open the workflow canvas.
2
Edit search URLs
Replace or extend the bundled App Store URLs for your target country, device path, and search term. Keep each URL specific so the exported Query_URL stays useful.
3
Keep the waits
Leave the page-load wait, short sleep, and visible-element check in place so App Store result cards have time to render before extraction.
4
Confirm the output path
Structured Export writes app-store-search-scraper.csv with headers and append mode. Change the save folder before running client or campaign batches.
5
Run and review
Start with two or three URLs, open the CSV, and spot-check app names, ratings, and listing URLs against the browser before widening the batch.
Output preview
What the App Store CSV contains
app-store-search-scraper.csvColumn
Query_URL
The App Store search URL that produced the row, useful for country, device, and keyword traceability.
Column
App_name
Visible app title or card label cleaned into one line.
Column
App_URL
Apple App Store listing URL for the app result.
Column
App_introduction
Short subtitle, description, or visible intro text from the result card when available.
Column
App_icon_URL
Primary app artwork URL from image or source markup.
Column
App_rating
Visible star rating, such as 4.8 Stars, when the page exposes it.
Column
App_rating_count
Visible rating count, such as 25K, when present in the result card.
Sample rows
2 of many
| Query_URL | App_name | App_URL | App_introduction | App_icon_URL | App_rating | App_rating_count |
|---|---|---|---|---|---|---|
| Example Music Studio | Practice, record, and arrange songs | 4.8 Stars | 25K | |||
| Example Health Log | Track habits, symptoms, and goals | 4.6 Stars | 8.4K |
Headers included - each configured App Store search URL appends rows under the same schema.
| Query_URL | App_name | App_URL | App_introduction | App_rating | App_rating_count |
|---|---|---|---|---|---|
| https://apps.apple.com/us/iphone/search?term=video | Example Video Editor | https://apps.apple.com/us/app/example-video-editor/id3456789012 | Edit clips and share social videos | 4.7 Stars | 102K |
| https://apps.apple.com/us/mac/search?term=music | Example Audio Mixer | https://apps.apple.com/us/app/example-audio-mixer/id4567890123 | Multitrack recording and effects | 4.5 Stars | 3.1K |
Frequently asked questions
Apple App Store search pages may be public, but automated collection can still be limited by Apple terms, robots rules, intellectual property rights, privacy law, and contract duties. Keep runs modest, do not bypass access controls, and get legal review before using exported data commercially.
Before you run
Practical limits and maintenance notes
Avoid rapid unattended loops. Apple can change responses, slow requests, or show access checks when browsing behavior looks unusual. Keep pauses conservative and stop if the browser shows verification screens or unexpected errors.
Related
Download the App Store search scraper
Use the hosted App Store Search Scraper JSON when you want a no-code starting point for export App Store data projects. Import it into UScraper, review the included search URLs, and keep the output path local until your team has approved the CSV fields and compliance rules.
Get Started
Download and use this template instantly
$50Free
What's Included
- Template JSON file ready to import
- Pre-configured scraping nodes
- Works with UScraper desktop app
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