# Shopify App Store Leads Scraper - Emails, Websites & Ratings (`scrapersdelight/shopify-app-leads-scraper`) Actor

Turn the Shopify App Store into a publisher lead list — support email, developer website, address, ratings, reviews, pricing & categories for every app. Enumerate the full catalog, a category, or specific app URLs. No login.

- **URL**: https://apify.com/scrapersdelight/shopify-app-leads-scraper.md
- **Developed by:** [Scrapers Delight](https://apify.com/scrapersdelight) (community)
- **Categories:** Automation, Lead generation, E-commerce
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

$4.00 / 1,000 per app returneds

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).

# README

## 🛍️ Shopify App Store Leads Scraper — Emails, Websites & Ratings

**Turn the Shopify App Store into a publisher lead list.** For every app, get the publisher's **support email**, **developer website**, **address**, plus **rating, reviews, pricing and categories** — the full ~22,900-app catalog, a single category, or specific app URLs. Static HTML, no login, no API key.

> 🕒 Last updated: 2026-07-07 · 📊 14 fields per lead · 🗂️ Full catalog (~22,900 apps) · 🚫 No login · 📥 Export CSV / JSON / Excel / Sheets

***

### What you get

One clean row per app, with the fields that make it a **lead**:

- 🏷️ `appName`, `appHandle`, `appUrl`, `tagline`
- 👤 `developerName`
- 📧 **`supportEmail`** — the publisher's support/contact email
- 🌐 `developerWebsite` — the developer's own site
- 📍 `developerAddress` — listed physical address
- ⭐ `rating`, `reviewCount` — traction / demand signal
- 💵 `pricingSummary`, `hasFreePlan`, `builtForShopify`
- 🗂️ `categories[]`, ⏱️ `scrapedAt`

> **Honest note on contacts:** `supportEmail`, `developerWebsite`, and `developerAddress` are taken **directly from what each publisher lists on their own app page** — no email-guessing and no enrichment. They're populated for the large majority of apps and left blank where the publisher chose not to list them. We don't claim 100% email coverage.

### Who it's for

- 🧰 **Dev-tool SaaS vendors** selling to app makers (billing, analytics, support, localization, review-solicitation) — build an outbound prospect list of every publisher and their contact.
- 💼 **App-M\&A brokers & micro-PE** rolling up Shopify apps — source deals with publisher contact + traction (rating × review count).
- 🎯 **Agencies** pitching white-label development.
- 📈 **Competitive research** — map the whole app landscape by category, pricing, and ratings.

### Input modes

Pick how to select apps:

- **Full catalog (sitemap)** — enumerate every English app listing (~22,900) from the app-store sitemap.
- **Specific categories** — pass category slugs from the store URL, e.g. `marketing-and-conversion-marketing-email-marketing`.
- **Specific app URLs** — pass exact `https://apps.shopify.com/<handle>` URLs.

```json
{
  "mode": "categories",
  "categories": ["marketing-and-conversion-marketing-email-marketing"],
  "maxApps": 200,
  "requireEmail": false,
  "proxyConfiguration": { "useApifyProxy": true }
}
```

Set **Only apps with a support email** to keep just the rows that carry a contact.

### How it works

1. **Enumerate** — for the full catalog, the actor reads `apps.shopify.com/sitemap.xml` → the English app sitemap (~22,900 app URLs). For a category, it reads the server-rendered app cards; for URLs, it uses yours directly.
2. **Parse each app page** — pulls name / rating / reviews / tagline from the page's JSON-LD, and the **support email, website and address** straight from the developer block's HTML attributes.
3. **Dedupe & export** — one row per app, ready for CSV, JSON, Excel, or Google Sheets, or via API.

#### Sample output

```json
{
  "appName": "Klaviyo: Email Marketing & SMS",
  "appHandle": "klaviyo-email-marketing",
  "appUrl": "https://apps.shopify.com/klaviyo-email-marketing",
  "tagline": "Power smarter digital relationships…",
  "developerName": "Klaviyo",
  "supportEmail": "support@klaviyo.com",
  "developerWebsite": "https://developers.klaviyo.com/en",
  "developerAddress": "125 Summer St, Floor 7, Boston, MA, 02111, US",
  "rating": 4.7,
  "reviewCount": 2964,
  "pricingSummary": "Free to install. Additional charges may apply.",
  "hasFreePlan": true,
  "builtForShopify": false,
  "categories": ["marketing-and-conversion-marketing-email-marketing", "marketing-and-conversion-marketing-sms-marketing"],
  "scrapedAt": "2026-07-07T00:00:00Z"
}
```

### Pricing

**Pay per result — $4 per 1,000 apps.** You only pay for the app-lead rows the actor actually returns. A targeted category run stays small and cheap; it's free to try.

### FAQ

**Do I need a login or API key?** No. It reads the public Shopify App Store — no account, no key.

**Will every row have an email?** No — the email is whatever the publisher lists on their app page. Most apps have one; some don't. Turn on *Only apps with a support email* to keep just the ones that do.

**Can I get the whole catalog?** Yes — set **Source = Full catalog**; it enumerates all ~22,900 English app listings (use **Max apps** to cap cost).

**Can I export to Excel or Google Sheets?** Yes — the dataset exports to JSON, CSV, Excel, or Google Sheets, or pull it via API.

### Notes & fair use

You are responsible for complying with Shopify's Terms of Service. This actor reads publicly available app-listing pages.

*Keywords: shopify app store scraper, shopify app leads, app developer email list, shopify partner leads.*

# Actor input Schema

## `mode` (type: `string`):

How to select apps to scrape.

## `categories` (type: `array`):

Used when Source = Specific categories. Slugs from the app-store category URL, e.g. marketing-and-conversion-marketing-email-marketing, finding-products.

## `appUrls` (type: `array`):

Used when Source = Specific app URLs. Full https://apps.shopify.com/<handle> URLs.

## `maxApps` (type: `integer`):

Cap total listings scraped (full\_catalog has ~22,900). Set 0 for no cap.

## `requireEmail` (type: `boolean`):

When on, skip apps whose publisher does not list a support email.

## `proxyConfiguration` (type: `object`):

Proxy settings. Datacenter is enough; the actor auto-retries on a fresh IP and falls back to residential on repeated blocks.

## Actor input object example

```json
{
  "mode": "categories",
  "categories": [
    "marketing-and-conversion-marketing-email-marketing"
  ],
  "appUrls": [
    "https://apps.shopify.com/klaviyo-email-marketing"
  ],
  "maxApps": 200,
  "requireEmail": false,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

# Actor output Schema

## `records` (type: `string`):

The dataset of scraped Shopify App Store publisher leads (one item per app).

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "mode": "categories",
    "categories": [
        "marketing-and-conversion-marketing-email-marketing"
    ],
    "appUrls": [
        "https://apps.shopify.com/klaviyo-email-marketing"
    ],
    "maxApps": 200
};

// Run the Actor and wait for it to finish
const run = await client.actor("scrapersdelight/shopify-app-leads-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "mode": "categories",
    "categories": ["marketing-and-conversion-marketing-email-marketing"],
    "appUrls": ["https://apps.shopify.com/klaviyo-email-marketing"],
    "maxApps": 200,
}

# Run the Actor and wait for it to finish
run = client.actor("scrapersdelight/shopify-app-leads-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "mode": "categories",
  "categories": [
    "marketing-and-conversion-marketing-email-marketing"
  ],
  "appUrls": [
    "https://apps.shopify.com/klaviyo-email-marketing"
  ],
  "maxApps": 200
}' |
apify call scrapersdelight/shopify-app-leads-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=scrapersdelight/shopify-app-leads-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/acts/CY7FttqB6DoeYdSaT/builds/7GgWU4Px8k5S71RIo/openapi.json