You can access the Shopify Variant Availability Trends programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

$echo '{
<  "beforeSnapshot": {
<    "products": [
<      {
<        "id": 1001,
<        "handle": "canvas-tote",
<        "title": "Canvas Tote",
<        "variants": [
<          {
<            "id": 2001,
<            "title": "Natural",
<            "sku": "TOTE-NAT",
<            "available": true,
<            "price": "24.00"
<          },
<          {
<            "id": 2002,
<            "title": "Black",
<            "sku": "TOTE-BLK",
<            "available": true,
<            "price": "24.00"
<          }
<        ]
<      },
<      {
<        "id": 1002,
<        "handle": "ceramic-mug",
<        "title": "Ceramic Mug",
<        "variants": [
<          {
<            "id": 2003,
<            "title": "White",
<            "sku": "MUG-WHT",
<            "available": false,
<            "price": "14.00"
<          },
<          {
<            "id": 2004,
<            "title": "Blue",
<            "sku": "MUG-BLU",
<            "available": true,
<            "price": "14.00"
<          }
<        ]
<      },
<      {
<        "id": 1003,
<        "handle": "notebook",
<        "title": "Notebook",
<        "variants": [
<          {
<            "id": 2005,
<            "title": "A5",
<            "sku": "NB-A5",
<            "available": true,
<            "price": "9.00"
<          }
<        ]
<      }
<    ]
<  },
<  "afterSnapshot": {
<    "products": [
<      {
<        "id": 1001,
<        "handle": "canvas-tote",
<        "title": "Canvas Tote",
<        "variants": [
<          {
<            "id": 2001,
<            "title": "Natural",
<            "sku": "TOTE-NAT",
<            "available": false,
<            "price": "24.00"
<          },
<          {
<            "id": 2002,
<            "title": "Black",
<            "sku": "TOTE-BLK",
<            "available": true,
<            "price": "24.00"
<          }
<        ]
<      },
<      {
<        "id": 1002,
<        "handle": "ceramic-mug",
<        "title": "Ceramic Mug",
<        "variants": [
<          {
<            "id": 2003,
<            "title": "White",
<            "sku": "MUG-WHT",
<            "available": true,
<            "price": "15.00"
<          },
<          {
<            "id": 2004,
<            "title": "Blue",
<            "sku": "MUG-BLU",
<            "available": false,
<            "price": "14.00"
<          }
<        ]
<      },
<      {
<        "id": 1003,
<        "handle": "notebook",
<        "title": "Notebook",
<        "variants": [
<          {
<            "id": 2005,
<            "title": "A5",
<            "sku": "NB-A5",
<            "available": false,
<            "price": "9.00"
<          },
<          {
<            "id": 2006,
<            "title": "A6",
<            "sku": "NB-A6",
<            "available": false,
<            "price": "7.00"
<          }
<        ]
<      }
<    ]
<  }
<}' |
<apify call practical_ai_lab_jp/pal-shopify-variant-availability-trends --silent --output-dataset

Shopify Stock Changes: Sold Out & Restocked | PAL API through CLI

The Apify CLI is the official tool that allows you to use Shopify Variant Availability Trends locally, providing convenience functions and automatic retries on errors.

Install Apify CLI

Using installation script (macOS/Linux):

$curl -fsSL https://apify.com/install-cli.sh | bash

Using installation script (Windows):

$irm https://apify.com/install-cli.ps1 | iex

Using Homebrew:

$brew install apify-cli

Using npm:

$npm install -g apify-cli

Other API clients include:

Shopify Variant Availability Trends API in Python

Shopify Variant Availability Trends API in JavaScript

Shopify Variant Availability Trends OpenAPI definition

Shopify Variant Availability Trends API

Shopify Products Scraper V2

logie/shopify-products-scraper

Our shopify website scraper is the perfect tool for anyone looking to get information on shopify websites. Use it to get products from any concurrent including price, images, variants

Kinder Théo

4.3

(5)

Shopify Product Scraper - Prices, Variants & Stock

lsdflying/shopify-product-scraper

Export products from any Shopify store, collection or product URL: prices, compare-at prices, every variant with SKU, barcode and stock status, images, vendor and tags. Fast JSON mode, keyword search, price & stock monitoring.

Liang Undef

119

2.1

(2)

Shopify Scraper

automation-lab/shopify-scraper

Monitor any Shopify store for competitor catalog, price, availability, variants, collections, and review data. Extract DTC storefront intelligence with no API key.

Automation Lab

111

Shopify Store Products Scraper

mangudai/shopify-store-products-scraper

Scrape any Shopify store's full product catalog from its public feed. Get prices, compare-at prices, variants, SKUs, stock status, images, tags and vendor. Paste a domain or collection URL, no login or API key needed. One row per product or per variant.

Mangudäi

Shopify Store Product Catalog, Variants & Inventory Extractor

oneary/shopify-store-scraper

Extract complete product catalogs from any Shopify store including prices, variants, inventory, images, and descriptions. Perfect for competitive analysis and dropshipping research.

Luan M.

Shopify Product Scraper — Prices, Variants & CSV Export

muhammadafzal/shopify-product-scraper

Export Shopify products from any public store: prices, compare-at discounts, variants, SKUs, stock flags, images and ratings. USD 10 per 1,000 products.

Muhammad Afzal

1.0

(1)

Shopify Variant Listing Drift Audit

practical_ai_lab_jp/pal-shopify-variant-listing-drift-audit

Compare two dated Shopify variant catalogs for title, barcode, size-color option and published-flag drift, with a partial-coverage warning.

Practical AI Lab

Shopify Trend Tracker

xtracto/shopify-trend-tracker

Track what's trending on any Shopify store: best sellers (the store's own ranking), new arrivals, and price drops. No account or API key needed.

Farhan Febrian Nauval

Competitor Price Tracker & Stock Monitor | PAL

practical_ai_lab_jp/pal-competitor-price-stock-delta

Compare declared public prices and availability labels between repeated competitor product checks. For Ecommerce pricing and assortment teams. Check the live Pricing tab and input limits.

Practical AI Lab