Shopify App Store Parser

Extract app details, pricing, gallery, developer info, integrations, and reviews from a Shopify App Store app page.

Overview

This parser extracts complete information from Shopify App Store listing pages, including app details, pricing plans, developer information, user reviews, and integration compatibility. Perfect for competitive analysis, app discovery platforms, and market research.

Simply provide the raw HTML of any Shopify App Store app page to receive comprehensive, structured data.

Key Takeaways

  • Convert Shopify App Store listings into complete JSON covering marketing copy, pricing, reviews, and developer info.
  • Monitor competitor positioning, price changes, and user sentiment without maintaining scrapers.
  • Centralize multiple app listings in a single schema for research, marketplaces, and investor reporting.

Table of Contents

Key Data Outputs

App Information

Extract core app details including:

  • Title — App name
  • Icon — App logo/icon URL
  • Description — Full app description text
  • Categories — Array of category tags
  • Features — List of key differentiators highlighted by the developer
  • Gallery — Collection of screenshot and media URLs
  • Works With — Array of compatible apps and integrations

Developer Information

Get complete developer profile data:

  • Name — Developer or company name
  • Website — Developer website URL
  • Support Email — Contact email for support
  • Address — Business address
  • Launched — App launch date
  • Privacy Policy — Link to privacy policy
  • FAQ — Link to frequently asked questions

Pricing Plans

Access detailed pricing information with an array of plans, each containing:

  • Name — Plan name (e.g., Free, Professional, Enterprise)
  • Price — Monthly cost as a number
  • Interval — Billing frequency (monthly, annual, etc.)
  • Trial — Trial period information
  • Features — Array of features included in this plan

User Reviews

Get individual review details with each review containing:

  • Reviewer Name — Name of the customer who left the review
  • Rating — Star rating as a number
  • Content — Full review text
  • Date — Review submission date
  • Country — Reviewer’s locale
  • Usage Duration — How long they've been using the app

Reviews Summary

Aggregate review statistics:

  • Overall Rating — Average rating across all reviews
  • Total Count — Total number of reviews (integer)

How It Works

  1. Fetch the raw HTML for a Shopify App Store listing page.
  2. Submit the HTML to Parseium's shopify-app-store endpoint with your API key.
  3. Receive normalized JSON that reflects the schema below, ready for analysis and automation.

Implementation Steps

  1. Schedule crawls for target listings or accept URLs from internal teams.
  2. Send the HTML payloads to Parseium and store the JSON responses with timestamps.
  3. Push structured data into your BI warehouse, marketplace CMS, or alerting workflow.
  4. Compare pricing and review deltas between snapshots to surface competitive changes.

Best Practices

  • Refresh high-priority listings daily to catch pricing or feature changes early.
  • Combine listing data with install estimates or revenue figures for deeper modeling.
  • Tag integrations and categories to power richer search and filter experiences.
  • Use Parseium automation hooks to notify account teams when reviews drop below thresholds.

Use Cases

  • Conduct competitive analysis and market research for Shopify ecosystems.
  • Build app discovery and recommendation platforms with normalized data.
  • Track pricing changes, feature updates, and review sentiment over time.
  • Monitor app ecosystems and integration compatibility for partnerships.

Next Steps

Consult the Parseium docs [blocked] for authentication, rate limits, and best practices. Pair the parser output with the Prebuilt CTA workflow to capture leads who are ready to explore app-store automations.

JSON Response

{
  "app": {
    "categories": [
      "string"
    ],
    "description": "string",
    "features": [
      "string"
    ],
    "gallery": {
      "images": [
        "string"
      ]
    },
    "icon": "string",
    "title": "string",
    "works_with": [
      "string"
    ]
  },
  "developer": {
    "address": "string",
    "faq": "string",
    "launched": "date",
    "name": "string",
    "privacy_policy": "string",
    "support_email": "string",
    "website": "string"
  },
  "pricing": {
    "plans": [
      {
        "features": [
          "string"
        ],
        "interval": "string",
        "name": "string",
        "price": "number",
        "trial": "string"
      }
    ]
  },
  "reviews": [
    {
      "content": "string",
      "country": "string",
      "date": "date",
      "rating": "number",
      "reviewer_name": "string",
      "usage_duration": "string"
    }
  ],
  "reviews_summary": {
    "overall_rating": "number",
    "total_count": "int"
  }
}

API Call (TypeScript)

// TypeScript example: call the Shopify App Store pre-built parser
// Set PARSIUM_API_KEY in your environment (e.g. .env.local)

async function run() {
  const parserName = 'shopify-app-store';
  // Provide the raw HTML of a Shopify App Store app details page
  const html = '<!doctype html>...';

  const res = await fetch(`https://api.parseium.com/v1/parse/${parserName}`, {
    method: 'POST',
    headers: {
      'X-API-Key': process.env.PARSIUM_API_KEY ?? '',
      'Content-Type': 'application/json',
    },
    body: JSON.stringify({ html }),
  });

  if (!res.ok) {
    throw new Error(`Request failed: ${res.status} ${res.statusText}`);
  }

  const data = await res.json();
  console.log(data);
}

run().catch(console.error);

FAQ

Does this parser cover paid or embedded Shopify listings?

It supports public Shopify App Store listings. Embedded or private partner listings that require authentication are outside the parser's scope.

How quickly do pricing or feature updates appear in the response?

Updates appear as soon as you rerun the parser. Schedule frequent crawls for fast-moving competitors.

Can I ingest localized copy for multilingual listings?

Yes. The parser returns the content exactly as it appears on the page, including localized text when you fetch region-specific URLs.

How can I monitor review trends across multiple apps?

Persist responses in your data warehouse and aggregate the reviews_summary block to chart sentiment, rating changes, and volume over time._

Conclusion

The Shopify App Store Parser captures every detail of a listing—features, pricing, reviews, and more—so teams can accelerate research, merchandising, and go-to-market work. Combine it with other Parseium parsers to centralize storefront intelligence.

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  • easy integration
  • one simple API call
  • fast and accurate
  • scalable performance
  • thousands of pages per day