Thêm `/products.json` vào URL bất kỳ store Shopify (ví dụ `competitor-store.com/products.json`) trả về toàn bộ catalog sản phẩm dạng JSON thô: title, description, tag, tất cả chi tiết variant (size, màu, chất liệu), giá mọi variant, SKU (đôi khi lộ supplier), ngày tạo sản phẩm, URL ảnh nhiều size, product type, và vendor.
Mặc định trả 30 sản phẩm/trang — phân trang `?page=2` v.v., hoặc `?limit=250` (tối đa Shopify cho).
Một số store tắt endpoint và trả 404.
2
Nên làm gì với data /products.json?
Ba cách dùng từ bài.
Map timeline sản phẩm — sort theo `created_at` để lộ nhịp launch (15 sản phẩm thêm tháng 1 so với 3 tháng 2 có thể nghĩa là đang chậm lại hoặc đã tìm winner và đang scale).
Extract SKU để xác định supplier — một số store để SKU AliExpress hoặc CJ Dropshipping trong field — search được trực tiếp trên nền tảng supplier.
Phân tích pattern giá — export JSON sang spreadsheet, tính giá trung bình, nhận diện cụm giá, so với giá của bạn.
Khoảng 10 phút cho bản đồ giá cạnh tranh đầy đủ.
3
Làm sao xem best seller của store Shopify miễn phí?
Vào `competitor-store.com/collections/all?sort_by=best-selling` — sort toàn catalog theo volume bán, top seller lên đầu.
So sánh top 10% (winner đã chứng minh — research kỹ, check AliExpress cho biên, xem lịch sử ads trong Meta Ad Library, nghiên cứu cách cấu trúc trang sản phẩm), middle 50% (sản phẩm "có thể" — bán được nhưng không dominate — nghiên cứu điều gì phân biệt top seller với nhóm này).
Quick answer: Any Shopify store exposes its full product catalog, bestseller ranking, and app stack for free — append /products.json to the store URL to get every product in JSON, add ?sort_by=best-selling to see top sellers, and use the free AliShopping Tools Chrome extension to automate all nine intelligence techniques in one click.
Every Shopify store exposes more information than its owner probably realizes. Product catalogs, technology choices, bestseller rankings, sitemap structures — all of this is accessible to anyone who knows where to look, and none of it requires paid tools.
This guide covers nine specific techniques for extracting competitive intelligence from Shopify stores, using only free methods and built-in browser tools. If you would rather skip the manual work, the free Shopify spy tool automates all nine in one click; this article is the no-tool method behind it. We will go technique by technique, explaining exactly what to do, what data you get, and how to use it. Competitive intelligence is one piece of the larger product research puzzle -- for a complete overview of the entire process, see our Complete Dropshipping Product Research Guide.
What Is the /products.json Endpoint and How Do You Use It?
This is the single most powerful free intelligence method for Shopify stores, and many guides still do not cover it properly. Technique 1.
How It Works
Append /products.json to any Shopify store URL. For example: competitor-store.com/products.json. This returns the store's entire product catalog in raw JSON format, including:
Product titles, descriptions, and tags
All variant details (sizes, colors, materials)
Prices for every variant
SKU numbers (which sometimes reveal the supplier)
Product creation dates (tells you when they added each product)
Image URLs in multiple sizes
Product type and vendor fields
What to Do With This Data
Map the product timeline. Sort products by created_at date. This reveals the store's product launch cadence. If they added 15 products in January and 3 in February, they may be slowing down — or they found winners in the January batch and are focusing on scaling rather than adding.
Extract SKUs for supplier identification. Some stores leave AliExpress or CJ Dropshipping SKUs in the SKU field. Search these SKU numbers directly on supplier platforms to find the exact source product and its wholesale cost.
Analyze pricing patterns. Export the JSON data into a spreadsheet. Calculate average prices, identify price clusters, and compare against your own pricing. This takes 10 minutes and gives you a complete competitive pricing map.
Note: Some stores disable this endpoint or limit the data returned. If you get a 404 or empty response, the store owner has restricted API access. Move on to other techniques.
Pagination for Large Catalogs
The endpoint returns 30 products per page by default. For larger stores, paginate with ?page=2, ?page=3, and so on. You can also add ?limit=250 to get up to 250 products per page (the maximum Shopify allows through this endpoint).
Full product catalog extracted automatically — no /products.json wrangling required.
Technique 2: Best-Seller Sorting via URL Parameter
This technique has been around for years but still works on the vast majority of Shopify stores.
How It Works
Navigate to competitor-store.com/collections/all?sort_by=best-selling. This sorts the store's entire catalog by sales volume, putting their top sellers at the top.
Getting More Out of It
Do not just look at the first page. The real insights come from comparing the top sellers against the rest of the catalog:
Top 10%: These are the proven winners. Research these products thoroughly — check them on AliExpress for margins, look at their ad history in Meta Ad Library, and note how the product pages are structured.
Middle 50%: These are the "maybe" products. They sell but do not dominate. Study what differentiates top sellers from this group.
Bottom 40%: These products are not moving. If many bottom products share a common trait (price range, category, visual style), that is a pattern to avoid in your own store.
You can also sort by other parameters: ?sort_by=created-descending shows newest products first, ?sort_by=price-ascending sorts by price. Combining these views gives you a multi-dimensional understanding of the store's catalog strategy.
Every Shopify store generates an XML sitemap at competitor-store.com/sitemap.xml. This sitemap is primarily intended for search engines, but it is equally useful for competitive research.
What the Sitemap Reveals
All published pages: Including blog posts, collection pages, and standalone pages that might not be linked from the main navigation.
Blog content strategy: If the store has a blog (many do for SEO), the sitemap lists every post. You can map their content calendar, identify which topics they target, and find gaps in their coverage.
Hidden collections: Some stores create collections that are not visible in the navigation but are used for ad landing pages or email campaigns. The sitemap exposes these.
URL structure: How the store organizes its content tells you about their SEO strategy.
Practical Application
Open the sitemap and look for the sitemap_blogs_1.xml sub-sitemap. This lists all blog posts with their publication dates. A store publishing weekly SEO content in your niche is investing in organic traffic — which means they see long-term potential in the market.
200+ Shopify apps detected automatically: reviews, upsells, email, loyalty, analytics, and more.
How Do You Detect a Store's Theme and Apps from Source Code?
Right-clicking and selecting "View Page Source" on any Shopify store reveals a wealth of technical information. Technique 4.
Identifying the Theme
Search the source code for Shopify.theme. You will find a JavaScript object containing the theme name and ID. Premium themes like Prestige, Impulse, or Symmetry indicate a store that has invested $180-350 in their frontend. Free themes like Dawn or Debut suggest a more budget-conscious approach.
Why this matters: if every successful competitor in your niche uses a specific premium theme, that theme likely has features (product page layouts, collection filtering, mobile optimization) that convert well for that product category.
Detecting Installed Apps
Shopify apps inject scripts, stylesheets, and HTML into the store's source code. Here is what to search for:
reconvert or bold: Upsell/cross-sell apps (AOV optimization)
privy or justuno: Popup and email capture tools
oberlo or dsers: Dropshipping fulfillment apps (confirms the store is a dropshipper)
aftership: Order tracking (indicates volume and customer experience investment)
Document every app you detect across 5-10 competitors. When the same app appears in 7 out of 10 successful stores, it is probably worth the subscription cost.
Technique 5: BuiltWith and Wappalyzer (Free Tiers)
Both BuiltWith and Wappalyzer offer free browser extensions that detect the technology stack of any website you visit.
If a store has the TikTok pixel installed but not the Pinterest pixel, they are investing in TikTok ads but not Pinterest. This tells you where they find their customers and, by extension, which channels work for that niche. If multiple competitors all have TikTok pixels but none have Pinterest pixels, TikTok is probably the better ad channel for your niche too.
Technique 6: Google Cache and Wayback Machine for Historical Analysis
Understanding how a store has evolved over time reveals strategic decisions and growth patterns.
Google Cache
Search cache:competitor-store.com in Google to see the most recent cached version. Compare it against the current live version. Recent changes to pricing, product lineup, or homepage layout indicate active optimization — they are testing and iterating, which signals an engaged operator.
Wayback Machine
Enter the store URL at web.archive.org. Browse snapshots from different dates to track:
Product catalog changes: What products did they add or remove over time? Removed products were likely underperformers.
Price changes: Increasing prices over time suggests growing brand strength. Decreasing prices suggests competitive pressure.
Design evolution: Major redesigns often coincide with revenue milestones or strategic pivots.
Shopify stores almost always link their social media accounts in the footer. Follow these links and analyze their social presence.
Meta Ad Library
Visit facebook.com/ads/library and search for the store's brand name or domain. This shows all active ads across Facebook and Instagram, including:
Creative formats (image, video, carousel)
Ad copy and calls to action
How long each ad has been running (longer runtime = profitable ad)
Geographic targeting (which countries they show ads in)
Ads running for 30+ days are almost certainly profitable. Study these creatives closely — they represent validated marketing approaches for your niche.
TikTok Creative Center
The TikTok Creative Center (ads.tiktok.com/business/creativecenter) lets you search for top-performing ad creatives by industry and region. While you cannot search by specific store, you can find ads for similar products and analyze what creative approaches generate the most engagement.
Technique 8: Review Mining Across Platforms
Customer reviews contain unfiltered market intelligence that no tool can replicate.
On-Store Reviews
Read the 1-star and 2-star reviews on competitor product pages. These reveal:
Common product defects or quality issues
Shipping complaints (speed, packaging)
Expectation mismatches between the listing and actual product
Customer service problems
Each complaint is an opportunity. If customers consistently complain about a product arriving damaged, you can differentiate by sourcing better packaging or a higher-quality variant.
Trustpilot and External Reviews
Search the store's domain on Trustpilot, Sitejabber, and the BBB. External reviews tend to be more honest than on-site reviews. Patterns of complaints about shipping times, product quality, or refund difficulties tell you where the bar is set — and how high you need to clear it.
Technique 9: Email and Popup Strategy Analysis
Subscribe to every competitor's email list. Use a dedicated email address for this purpose.
What to Track
Welcome sequence: How many emails in the first week? What discounts do they offer?
Email frequency: Daily emails suggest aggressive monetization. Weekly emails suggest a more curated approach.
Content mix: Product promotions vs. educational content vs. lifestyle content
Abandoned cart sequence: Add a product to your cart, provide your email, then leave. Track the recovery emails — their timing, discount escalation, and copy.
This intelligence helps you build a better email strategy from day one, rather than testing from scratch.
Organizing Your Intelligence
Raw data is useless without organization. Create a simple spreadsheet with these columns for each competitor:
Field
Purpose
Store URL
Reference
Theme
Design benchmark
Top 5 apps
Tech stack baseline
Top 3 products
Product opportunities
Price range
Pricing strategy
Active ad channels
Marketing focus
Key weaknesses
Differentiation angles
Update this spreadsheet monthly. Trends emerge over time that are invisible in single snapshots.
For a comprehensive list of spy tools (both free and paid), see our roundup of the best Shopify spy tools.
Staying on the Right Side of Ethics and Legality
All nine techniques in this guide use publicly available information — data that any visitor to these stores can access. This is standard competitive intelligence practice. However, there are clear boundaries:
Do not attempt to access admin panels, private APIs, or password-protected areas
Do not scrape at high volume in ways that could degrade store performance
Do not misrepresent yourself to gain access to private information
Do not copy product images, descriptions, or other copyrighted content verbatim
Competitive intelligence informs your strategy. It should never replace original product sourcing, branding, and content creation.
If you want to go beyond manual techniques and get product-level data (demand scores, risk assessments, profit estimates) while browsing AliExpress for sourcing, the ASTools Chrome Extension consolidates those signals into a single dashboard overlay. But for Shopify store intelligence specifically, the nine free techniques above cover the vast majority of what you need.
Install AliShopping Tools on the Chrome Web Store to automate all nine techniques in one click — full catalog, app stack, and live sales data surfaced directly in your browser, no account or paywall.
FAQ
Can Shopify store owners see who is viewing their /products.json endpoint?
No. Accessing /products.json is the same as visiting any other page on their store. It shows up in their analytics as a page view, but there is no mechanism for them to identify you specifically or know that you are conducting competitive research.
How often should I analyze competitor stores?
A thorough analysis every 4-6 weeks is sufficient for most niches. Between deep dives, set up Google Alerts for competitor brand names so you catch major changes (new product launches, press mentions, ad campaigns) without manual checking.
Is it legal to use /products.json and sitemap.xml for research?
Yes. These are standard web endpoints that Shopify generates by default. They are publicly accessible to any web browser, and accessing them falls under normal web browsing activity. Many businesses use similar techniques for competitive analysis across industries.
What if a competitor has blocked some of these techniques?
Savvy store owners sometimes disable /products.json or restrict sitemap access. If one technique does not work, move to the others. No single technique is essential — the combination of several methods gives you a complete picture even if individual endpoints are blocked.
