Shop.app Scraper for Product, Price and Store Data

Shop.app puts the products of independent Shopify stores behind one search box. Our Shop.app scraper returns them as rows: product, variant, store, price and rating.

Plans from €169/month · Free project assessment · Reply within 1 business day

Shop.app Scraper
Solutions

How we scrape Shop.app as a managed service

Shop.app has no page that lists everything: what a visitor gets depends on the query, the category and the store. You give us that scope - search phrases, category branches, a list of stores or product addresses - and we build the crawlers, run them and fix them when the Shop interface changes. Pages are rendered by script and tuned to the visitor, so rendering, pacing, proxy rotation and CAPTCHA handling come with the service.

We fix the visitor country for every run, because it decides the currency on screen and the Ships to filter. Output goes out once or on a schedule you choose, as CSV, Excel, JSON or JSONLines, to Amazon S3, Google Cloud Storage, FTP or e-mail, through our API, or as a JSON feed.

Shop app data we collect from product pages

A product address on Shop.app holds two numbers: the product id after /products/ and the variantId of the colour or size on screen. Both come from the store's own Shopify catalogue, and together they keep a row stable from run to run. From a product page we collect:

  • Identity - product id, variant id, product URL, title, brand and the store name.
  • Price - current price, compare-at price, the percent-off label and the currency code. One page of search results can mix US dollars, euros and Australian dollars, so currency is always a column of its own.
  • Variants - option names and values such as Color and Size, and whether the selected variant is in stock.
  • Ratings and reviews - average product rating, number of ratings, number of written reviews, the split across the five star levels, and review texts with their date and the size or other variant the buyer chose.
  • Demand - the bought in past month label, a rounded counter that Shop prints under the rating line where it has one to show.
  • Content - description, image addresses and the related products listed under You might also like.
  • Store - store handle, store rating and review total, the links to its return policy and shipping policy, and the address of the same product on the store's own website.

Search and category cards repeat the core of this - store, title, rating count, price, compare-at price and discount - so a wide scan can run on cards alone and open product pages only where variants and reviews are needed.

Shop app data we collect from product pages
Shop app prices over time, store pages and categories

Shop app prices over time, store pages and categories

Beyond the single product, three kinds of pages hold the market view.

  • Store pages - each store has a page with its overall rating, review total, collections and a product grid that sorts and narrows by On sale, Price and In-stock. Walking it returns the store's catalogue as Shop presents it.
  • Categories - top branches such as Women, Men, Beauty, Home, Electronics and Pet supplies split into narrower ones, each with Top rated and What's new shelves and editor curations. The category id sits in the address next to its name.
  • Search results - any phrase, narrowed by filters such as On sale, Ratings, Gender, Ships to, Size, Color and Price. Run once per destination country, the Ships to filter shows which stores deliver there.

Repeated runs on fixed product and variant ids give Shop app prices over time: a price history, how long a compare-at price stays crossed out, when a variant sells out and returns, and how rating counts grow. A store's row count from week to week shows launches and delistings. Review texts can follow the same schedule, without reviewer names.

About Shop.app, the Shopify marketplace

Shop is the consumer shopping site and mobile app of Shopify Inc. Shopify powers independent online stores; Shop gathers the products of those stores into one place and describes itself as a way to shop millions of them. On the web it grew up at shop.app; the same pages now open on shop.com under identical product ids, and a browser that asks for a shop.app address is taken there.

It is a marketplace without a warehouse. Every product belongs to a store, and the store sets the price and the currency, ships the order and writes its own return and shipping policy. Shop adds the layer on top: one search across stores, category browsing, ratings gathered per product and per store, Shop Pay checkout and order tracking.

A visitor who is not signed in can search, open categories, read product pages with reviews and browse the page of any store. Deals, orders, the cart and followed stores are tied to an account, and we leave them alone. The interface comes in more than a dozen languages, from English, Spanish and German to Japanese and Polish, and prices appear in the store's currency or converted for the visitor's country - a detail that matters as soon as two runs are compared.

Get a Quote
dev_w
25

Developers

customers
500+

Customers worldwide

pages
1 500 000 000+

Pages extracted

stime
15000+

Hours saved for our clients

Plans

Shop.app Scraping Plans and Pricing

Airplane

€199 / one-time

setup fee - included

Data limits100,000
Frequencyone-time
Run timeup to 5 days
Data storing7 days

Helicopter

€169 / mo

setup fee €499

Data limits250,000
Frequencymonthly
Run timeup to 5 days
Data storing14 days

Glasses

€229 / mo

setup fee €499

Data limits1,000,000
Frequencyweekly
Run timeup to 5 days
Data storing30 days

DNA

€549 / mo

setup fee €799

Data limits3,000,000
Frequency3 times daily
Run timesame day
Data storing90 days

Delivery: CSV, JSON or XLSX files, our API or a JSON feed. MCP server on request.

Full plan details →

Why collect data from Shop.app

Shop is one of the few places where direct-to-consumer brands that sell only through their own Shopify stores can be read side by side. Retail teams compare prices on the Shop app for the reason shoppers do: the stores are finally on one page.

  • Price comparison across independent stores. One query returns competing brands with price, compare-at price and discount - the raw material for a shopping app price comparison or a pricing review.
  • Brand and assortment research. A store page lists what a brand sells, in which collections, at what price points and which items are in stock.
  • Demand signals. Rating counts, review totals and the bought in past month label rank products inside a category without anyone's sales figures.
  • Directories of Shopify stores. Store names, handles, categories, ratings and review totals describe active merchants for agencies and suppliers - business data, not personal contacts.
  • Trend tracking. What's new and Top rated shelves, read weekly, show which products enter a category and which hold their place.

The usual answer to how to scrape Shop.app stops at the search page; the value is in joining search, product and store pages on the ids they share.

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About ScrapeIt

ScrapeIt is a web scraping agency: clients describe the data, we write the crawlers, operate them and hand over the dataset with field documentation. Nothing is installed on your side.

Aggregators like Shop.app are a familiar shape of project for us - many independent stores behind one interface, each with its own currency, variants and policies. We never sign in to an account, and reviewers' names and other personal details stay out of the files. The project assessment is free and a sample can be ordered first.

FAQ

Do you offer a Shop.app API for product and store data?

Yes. The ScrapeIt Shop.app API returns product id, variant id, title, store name, price, compare-at price, currency, rating and availability as JSON from an endpoint we host, refreshed on the schedule you set. The same data also comes as CSV or XLSX files, a JSON feed or straight into your database.

Is it legal to scrape Shop.app?

Yes. Search results, category pages, product pages and store pages open in a browser without signing in. We collect only publicly available data - everything a visitor can see on Shop.app - and we collect it legally.

Can you scrape Shop.app reviews and ratings?

Yes. Product pages show the average rating, the number of ratings, the split across five star levels and review texts with their dates; store pages show the store's overall rating and review total. Reviewers' first names are personal data, so the files keep the text and the date of each review and drop the name.

Can you collect every product of one store on Shop.app?

Yes. Each store has its own page with collections and a product grid that can be narrowed to on-sale or in-stock items, and we walk it to the end. The result is that store's catalogue with variants, prices and ratings, and the run can be repeated for a list of competing brands.

Which parts of Shop.app stay outside the dataset?

Deals, orders, carts, saved items and followed stores belong to a signed-in shopper, and we never log in. Everything that opens without an account - search, categories, products, stores and reviews - is in scope. Plans start from EUR 169 a month, or EUR 199 for a one-time extract.

How does it Work?

Step 1 - Make a Request

You share your needs, expectations, and desired timeframe. We’ll suggest the best solution based on your request and budget.

Step 2 - Configuring Custom Web Crawlers

Our specialists configure the crawlers and extract a sample dataset for your review before proceeding with the full-scale extraction.

Step 3 - Collect and Deliver

Once you approve the sample, we launch the project and start full data collection. We gather, filter, and structure the data for easy use, delivering it on time in your preferred format.

Step 4 - Maintain and Support

Our team manages ongoing processes, monitors website changes, and supports all data extraction cycles. We can also help integrate data into your systems or create dashboards to simplify analysis.

Request a Quote

Tell us more about you and your project information.
Which sites, which fields, how often. A couple of lines is enough.

We reply within 1 business day. No obligation.

Shop.app data from €169/month. Free project assessment, reply within 1 business day.

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