{"id":24142105,"url":"https://github.com/mattrichmo/shopify-app-scrape","last_synced_at":"2026-05-25T16:03:39.921Z","repository":{"id":261864578,"uuid":"885568180","full_name":"mattrichmo/shopify-app-scrape","owner":"mattrichmo","description":"scrapes all of the apps inside a Shopify App Store. 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Basic app information (name, icon, description, highlights)\n  - Ratings and reviews\n  - Pricing plans and details\n  - Developer information\n  - Launch date\n  - Media assets (screenshots, videos)\n  - Similar apps recommendations\n\n## Data Output\n\nThe scraper generates several JSONL files in the `./data` directory:\n\n- `apps.jsonl`: Raw list of app URLs from the sitemap\n- `developers.jsonl`: Raw list of developer URLs from the sitemap\n- `apps_detailed.jsonl`: Detailed information for each processed app\n- `manifest.jsonl`: Record of processed URLs with timestamps\n- `429.jsonl`: Failed requests due to rate limiting\n\n## Installation\n\nnpm install\n\n## Usage\n\nnode main.mjs\n\n\n## Implementation Details\n\n### Sitemap Processing\n- Fetches the Shopify App Store sitemap from `apps.shopify.com/sitemap.xml`\n- Parses XML using Cheerio to extract app and developer URLs\n- Filters URLs to separate apps from developer pages\n\n### App Data Collection\nThe scraper collects detailed information for each app through HTML parsing:\n\n#### Basic Information\n- App name from the hero section (`h1`)\n- App icon URL from the hero image\n- Description paragraphs from the app details section\n- Key highlights from the dedicated highlights section\n\n#### Ratings and Reviews\n- Overall rating score\n- Total number of reviews\n- Star breakdown (1-5 stars with counts)\n\n#### Pricing Information\n- Extracts all pricing plans\n- For each plan:\n  - Plan name\n  - Price amount\n  - Billing interval\n  - Feature list\n  - Trial period information\n- Currency information\n\n#### Developer Details\n- Developer name\n- Website URL\n- Physical address\n- Privacy policy link\n- FAQ link\n- Support email\n\n#### Media Assets\n- Video embed URLs\n- Screenshot URLs with alt text\n- Similar apps recommendations\n\n### Rate Limiting Protection\nThe scraper implements several measures to handle rate limiting:\n\n- Processes apps in small batches (3 at a time seems to be the sweet spot)\n- 5-second delay between batches\n- Automatic retry mechanism for 429 responses\n- Progressive timeout increases\n- Failed requests logging\n\n### Data Storage\n- All data is stored in JSONL format for easy processing\n- Maintains a manifest of processed URLs to support resume functionality\n- Separate logging of rate-limited requests for later processing\n\n## Example Data Structure\n\n\n## Object Shape\n\n```json\n{\n  \"url\": \"https://apps.shopify.com/example\",\n  \"basicInfo\": {\n    \"name\": \"Example App\",\n    \"icon\": \"https://cdn.shopify.com/example-icon.png\",\n    \"description\": [\n      \"Description paragraph 1\",\n      \"Description paragraph 2\"\n    ],\n    \"highlights\": [\n      \"Feature 1\",\n      \"Feature 2\"\n    ]\n  },\n  \"ratings\": {\n    \"score\": \"4.8\",\n    \"total\": \"1234\",\n    \"breakdown\": {\n      \"5 stars\": 1000,\n      \"4 stars\": 200,\n      \"3 stars\": 34\n    }\n  },\n  \"pricing\": {\n    \"plans\": [\n      {\n        \"name\": \"Basic\",\n        \"price\": \"29.99\",\n        \"interval\": \"month\",\n        \"features\": [\n          \"Feature 1\",\n          \"Feature 2\"\n        ],\n        \"trial\": \"14-day free trial\"\n      }\n    ],\n    \"currency\": \"USD\"\n  }\n}\n```\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmattrichmo%2Fshopify-app-scrape","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmattrichmo%2Fshopify-app-scrape","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmattrichmo%2Fshopify-app-scrape/lists"}