Find Stores In Your Niche: How To Search Shopify Stores

Bixente
Co-founder of Trendtrack
Find Stores In Your Niche: How To Search Shopify Stores featured image
Table of content
July 2, 2025

Finding and analyzing competitor Shopify stores has become a cornerstone of ecommerce success. With over 4.12 million Shopify stores worldwide, understanding how to discover, evaluate, and learn from successful competitors can mean the difference between thriving and struggling in today's competitive landscape.

Why Finding Shopify Stores Matters for Your Business

Discovering competitor stores isn't about copying—it's about gaining strategic intelligence that drives better business decisions. Here's what you can accomplish:

Product Research and Validation: See what's selling well in your niche, identify trending products before they become saturated, and validate demand for new product ideas.

Marketing Intelligence: Analyze successful ad campaigns, understand pricing strategies, and discover new marketing channels and tactics.

Operational Insights: Learn from successful store designs, checkout processes, customer service approaches, and technical implementations.

Market Opportunity Identification: Find underserved niches, spot emerging trends early, and identify gaps in the market.

Studies show that 91% of organizations using systematic competitive intelligence report improved decision-making, with 77% seeing increased win rates against competitors.

Quick Overview: 7 Methods to Find Shopify Stores

Before diving into detailed instructions, here's a quick comparison of all seven methods to help you choose the right approach for your needs and budget. Each method has its strengths, and most successful researchers use a combination of 2-3 techniques depending on their goals.

Method

Difficulty

Cost

Best For

Time Investment

Trendtrack.io

Easy

Paid

Finding trending stores & ads

10 minutes

Google Search Operators

Easy

Free

Basic discovery & niche research

15 minutes

IP & Hosting Databases

Medium

Free/Paid

Technical deep-dives

30 minutes

Store Directories

Easy

Free/Paid

Inspiration & industry overviews

20 minutes

Social Media & Ad Libraries

Easy

Free

Recent trends & active campaigns

25 minutes

Niche Communities

Medium

Free

Industry-specific insights

45 minutes

Automation Tools

Advanced

Paid

Large-scale research

2+ hours setup

Method 1: Trendtrack.io - Your Competitive Intelligence Command Center

Trendtrack Trending Shops Data

Trendtrack.io stands out as the most comprehensive platform for discovering trending Shopify stores and analyzing their success strategies. Here's how to use it effectively:

Getting Started with Trendtrack:

  1. Sign up for an account (no free trial available, but robust feature set)
  2. Use the "Trending Stores" section to see what's working right now
  3. Filter by your niche, country, or traffic volume
  4. Analyze top-performing ads through their ad intelligence feature

Key Features That Set Trendtrack Apart:

  • Real-time trending store discovery: See which stores are gaining momentum
  • Ad intelligence: Access to high-performing Facebook and TikTok ads
  • Product trend analysis: Identify viral products before they saturate
  • Store performance metrics: Traffic estimates and growth indicators

Pro Tip: Start with Trendtrack's "New Trending" section to catch stores in their growth phase, before they become oversaturated with competitors.

Method 2: Google Search Operators - The Free Powerhouse

Google Search Minimalist Jewelry

Google search operators remain one of the most effective ways to find Shopify stores. Here are the most powerful queries:

Basic Shopify Store Discovery:

site:myshopify.com "your niche keyword"

Example: site:myshopify.com "minimalist jewelry"

Advanced Multi-Footprint Search:

(site:myshopify.com OR inurl:/collections/ OR "powered by shopify") "sustainable fashion" -site:shopify.com

URL Structure-Based Discovery:

inurl:/collections/ "organic skincare"
inurl:/products/ "handmade" "ceramic"

Technical Footprint Searches:

"cdn.shopify.com" "fitness equipment"
intext:"shop.js" "shopify" "home decor"

Geographic and Social Integration:

"shop.instagram.com" "vintage clothing"
"facebook.com/shop" "shopify" "pet supplies"

Step-by-Step Process:

  1. Start with basic site: searches to get familiar with your niche
  2. Use URL structure searches to find stores with custom domains
  3. Apply technical footprint searches for comprehensive coverage
  4. Cross-reference results across different query types
  5. Save promising stores in a spreadsheet for further analysis

Mix different Google search operators and technical footprints to uncover both new and established Shopify stores in your niche.

Method 3: IP & Hosting Databases - Technical Deep Dives

Ip Whois Lookup Shopify

Technical reconnaissance provides deeper insights into Shopify's infrastructure and store relationships.

Using MyIP.ms for Store Discovery:

  1. Go to MyIP.ms
  2. Enter Shopify IP addresses:

    • 23.227.38.65

    • 23.227.38.32
    • 23.227.38.36
    • 23.227.38.74
  3. Click "Websites on IP" to see all hosted stores
  4. Sort by popularity or traffic ranking

PublicWWW for Code-Based Discovery:

  1. Visit PublicWWW.com
  2. Search for: "cdn.shopify.com"
  3. Combine with niche keywords: "cdn.shopify.com" AND "jewelry"
  4. Export results for bulk analysis

Advanced Technical Methods:

  • DNS Analysis: Query CNAME records for shops.myshopify.com patterns
  • SSL Certificate Tracking: Use certificate transparency logs
  • Subdomain Enumeration: Find shop.domain.com structures

Method 4: Shopify Store Directories & Marketplaces

Shopify Websites List Builtwith

Curated directories save time and provide pre-filtered, high-quality store lists.

BuiltWith - The Technology Tracker: BuiltWith stands out as the most comprehensive technology tracking platform, providing access to over 390,408 tracked Shopify stores worldwide. The platform excels at filtering stores by industry, traffic volume, and specific technology usage patterns, making it invaluable for understanding the technical landscape of your competitors. While professional plans start at $295/month, the depth of technology analysis makes it particularly valuable for B2B research and understanding what tools successful stores are using to drive growth.

CartInsight - Performance-Focused Discovery: CartInsight takes a curated approach to store discovery, focusing specifically on performance metrics and actionable business intelligence. The platform filters out template stores and side projects to present only established, revenue-generating stores with real traffic data and app usage insights. Geographic and performance-based filtering capabilities make it easy to find stores that match your target market and business model, making it ideal for entrepreneurs looking to study proven successful stores.

Ecomm.Design - UX and Design Inspiration: For teams focused on user experience and visual design, Ecomm.Design provides a carefully curated showcase of successful Shopify stores organized by category and design quality. Each featured store includes detailed information about app usage and theme implementations, giving design teams concrete examples of what works in different industries. The platform prioritizes stores with exceptional user experience and innovative design approaches, making it a go-to resource for creative teams seeking inspiration.

Store Leads - Analytics-Driven Discovery: Store Leads focuses on the strategic business side of competitive analysis, providing comprehensive performance metrics and growth trajectory data for discovered stores. The platform excels at identifying best-selling products and analyzing market positioning strategies, giving users deep insights into what makes certain stores successful. For businesses developing competitive strategies or seeking to understand market dynamics, Store Leads provides the analytical depth needed for informed decision-making.

Curious to see which stores rule the Shopify landscape? Explore the top Shopify stores by revenue to understand how leading brands succeed across different industries.

Method 5: Social Media & Ad Libraries - Modern Commerce Intelligence

Jewelry Ads Meta Ad Library

Social platforms have become primary discovery channels for modern ecommerce.

Facebook Ad Library - Zero-Cost Ad Intelligence:

  1. Visit Facebook Ad Library (no login required)
  2. Search for competitor domains or brand names
  3. Filter by country, date range, and ad format
  4. Analyze creative strategies and campaign duration

Instagram Shopping Discovery:

  • Browse the Shopping tab by category
  • Use visual search through Instagram Lens
  • Follow trending hashtags like #SmallBusiness #Handmade
  • Monitor Instagram Shopping stickers in Stories

TikTok Shop Integration (expanding to Europe in 2025):

  • Search hashtags: #TikTokMadeMeBuyIt #TikTokFinds
  • Follow creator collaboration patterns
  • Monitor TikTok Shop product features
  • Track viral product trends

Platform-Specific Techniques:

  • LinkedIn: Advanced search for B2B stores and professional services
  • Twitter/X: Real-time trend monitoring and customer service insights
  • Pinterest: Visual search for lifestyle and fashion niches

Want to take your research further? Explore this in-depth guide on the best Meta AdSpy tools to uncover how marketing professionals analyze Facebook and Instagram ad campaigns at scale.

Method 6: Niche-Specific Events, Podcasts & Communities

Industry communities often discuss successful stores and emerging trends before they hit mainstream channels.

Industry Events and Trade Shows:

  • Monitor event sponsor lists and exhibitor directories
  • Follow event hashtags on social media
  • Network with attendees who mention successful stores
  • Watch recorded presentations for case studies

Podcast Mining:

  • Listen to entrepreneur interviews for store mentions
  • Follow shows like "The eCommerce Fuel Podcast"
  • Search podcast transcripts for store names and URLs
  • Track guest mentions of successful competitors

Online Communities:

  • Reddit: r/entrepreneur, r/ecommerce, niche-specific subreddits
  • Facebook Groups: Industry-specific groups often share success stories
  • Discord Communities: Real-time discussions about trending stores
  • Indie Hackers: Founders sharing their store journeys

Community Research Process:

  1. Join 3-5 relevant communities in your niche
  2. Set up keyword alerts for store mentions
  3. Engage authentically to build relationships
  4. Track mentioned stores for analysis
  5. Follow up on promising leads

Method 7: Automation & Scripting (Advanced)

For large-scale research, automation tools provide efficiency and comprehensive coverage.

Python-Based Solutions:

  • Shopify API: Official access to store data
  • Custom Scrapers: Using requests and BeautifulSoup
  • Rate Limiting: Essential to avoid blocking

Chrome Extensions:

  • Koala Inspector: Instant Shopify store analysis
  • BuiltWith: Technology stack detection
  • Commerce Inspector: Sales and revenue tracking

AI-Powered Tools:

  • Fiidom: AI-powered competitor analysis
  • PPSPY: Machine learning for trend prediction
  • TrendHunter: Pattern recognition for viral products

Implementation Guidelines:

  1. Start with simple browser extensions
  2. Respect rate limits and terms of service
  3. Combine multiple data sources for accuracy
  4. Include manual verification steps
  5. Maintain legal compliance throughout

How to Evaluate & Rank Discovered Stores

Shopify Store Evaluation Funnel

Once you've found potential competitor stores, evaluation helps prioritize your analysis efforts.

Traffic Estimation Methods:

  • SimilarWeb: Most accurate for sites with 5,000+ monthly visitors
  • Ahrefs: Conservative estimates, best for SEO analysis
  • SEMrush: Good for paid traffic insights
  • Cross-reference multiple tools for reliability

Revenue Analysis Approaches:

  • Order Number Tracking: Check sequential numbering systems
  • Sales Tracker Tools: Commerce Inspector, Koala Inspector
  • Formula Estimation: Traffic × Conversion Rate × AOV
  • App Analysis: Look for sales-generating apps

Technology Stack Assessment:

  • BuiltWith: Comprehensive technology identification
  • Wappalyzer: Quick browser-based analysis
  • Manual Inspection: Check for specific apps and integrations

Performance Evaluation Criteria:

  1. Traffic Volume: Monthly visitors and growth trends
  2. Revenue Indicators: Sales velocity and order volume
  3. Marketing Sophistication: Ad spend and channel diversity
  4. Technical Implementation: Site speed and mobile optimization
  5. Brand Strength: Social following and engagement rates

Legal & Ethical Considerations

Competitive intelligence must operate within legal and ethical boundaries to protect your business and maintain professional standards.

Legal Framework Basics:

  • Publicly Available Information: Websites, social media, and marketing materials are fair game
  • Terms of Service: Each platform has specific rules about automated access
  • Privacy Laws: GDPR, CCPA affect data collection and storage
  • Copyright Protection: Don't copy content, designs, or proprietary information

SCIP Professional Standards:

  • Always identify yourself when collecting information
  • Verify information sources and accuracy
  • Respect intellectual property and confidential information
  • Maintain transparency in your research methods

Recent Legal Developments: The 2022 hiQ Labs v. LinkedIn settlement established that scraping publicly available data doesn't violate the Computer Fraud and Abuse Act, though terms of service violations remain enforceable through contract law.

Best Practices for Compliance:

  1. Focus on publicly available information only
  2. Respect website's terms of service and robots.txt files
  3. Implement appropriate delays in automated tools
  4. Document your research methods and sources
  5. Avoid creating fake accounts or misrepresenting yourself
Respect Platform Terms and Privacy Laws

Automated data collection must comply with terms of service and privacy regulations like GDPR and CCPA to avoid legal risks.

Real-World Case Study: Fashion Accessory Market Analysis

Let's walk through a complete competitive analysis using multiple discovery methods.

Objective: Enter the sustainable jewelry market with a new product line.

Step 1: Initial Discovery (30 minutes)

  • Trendtrack search for "sustainable jewelry" reveals 12 trending stores
  • Google operator search: (site:myshopify.com OR inurl:/collections/) "sustainable jewelry" "eco-friendly" finds 50+ additional stores
  • Facebook Ad Library search shows 25 active campaigns

Step 2: Technical Analysis (45 minutes)

  • MyIP.ms search reveals hosting patterns and related stores
  • BuiltWith analysis identifies common apps and technologies
  • Traffic estimation using SimilarWeb for the top 10 competitors

Step 3: Community Research (60 minutes)

  • Reddit r/SustainableFashion monitoring reveals customer pain points
  • Instagram hashtag analysis identifies trending products and influencers
  • Podcast research uncovers founder interviews with strategy insights

Step 4: Results and Insights

  • Market Size: 200+ active stores, indicating healthy competition but room for entry
  • Price Points: Range from $25-150, with sweet spot at $45-75
  • Marketing Channels: Heavy Instagram focus, emerging TikTok presence
  • Product Gaps: Limited options for men's sustainable jewelry
  • Technology Trends: Most successful stores use Klaviyo for email marketing

Key Takeaways:

  1. Market validation confirmed through competitive landscape
  2. Pricing strategy informed by competitor analysis
  3. Marketing channel priorities established
  4. Product differentiation opportunities identified
  5. Technology stack requirements clarified

Tools and Budget Planning

Free Tier Strategy ($0/month):

  • Google search operators for basic discovery
  • Facebook Ad Library for campaign analysis
  • Social media monitoring for trends
  • Community participation for insights

Professional Level ($50-200/month):

  • Koala Inspector Pro for detailed store analysis
  • Ahrefs or SEMrush for traffic insights
  • PPSPY for product research
  • Basic automation tools

Enterprise Level ($500+/month):

  • Trendtrack.io for comprehensive intelligence
  • SimilarWeb for accurate traffic data
  • BuiltWith for technology analysis
  • Custom automation solutions

ROI Considerations:

  • Time savings through automation
  • Improved product-market fit
  • Better marketing efficiency
  • Competitive advantage timing

Curious how Trendtrack compares to other market research tools? Check out this overview of top Minea alternatives to expand your research toolkit even further.

Conclusion & Next Steps

Finding Shopify stores effectively requires a systematic approach combining multiple methods and tools. Start with free methods to understand your competitive landscape, then invest in paid tools as your research needs grow.

Your Action Plan:

  1. Week 1: Master Google search operators and explore free directories
  2. Week 2: Set up social media monitoring and join relevant communities
  3. Week 3: Test paid tools with free trials to find your preferred stack
  4. Week 4: Develop automated monitoring systems for ongoing intelligence

Success Metrics to Track:

  • Number of relevant stores discovered weekly
  • Quality of competitive insights generated
  • Speed of trend identification
  • Business impact from competitive intelligence

Remember, the goal isn't just finding stores—it's turning that discovery into actionable insights that drive your business forward.

Frequently Asked Questions

Is there a way to search Shopify stores by category? Yes, several methods work well. Use Google operators like site:myshopify.com "category name", browse Trendtrack's category filters, or explore curated directories like Ecomm.Design that organizes stores by industry.

How do I look up a specific Shopify store's performance? Use tools like Koala Inspector or Commerce Inspector to analyze traffic, revenue estimates, and app usage. SimilarWeb provides traffic data for larger stores, while social media analysis reveals engagement and marketing performance.

Can I find new Shopify stores before they become popular? Absolutely. Monitor Trendtrack's "New Trending" section, set up Google Alerts for new site launches, follow early-stage founder communities on Twitter/X, and track patent filings and domain registrations in your industry.

How accurate are Shopify store revenue estimators? Revenue estimators have roughly 50% accuracy rates and work best as directional indicators rather than precise figures. Combine multiple tools, focus on trends over absolute numbers, and cross-reference with observable factors like ad spending and team size.

What's the difference between myshopify.com stores and custom domains? Stores using myshopify.com subdomains are typically newer or smaller businesses, while custom domains often indicate more established operations. However, many successful stores maintain their myshopify.com URLs, so don't discount them based on domain structure alone.

Are there legal risks to researching competitor Shopify stores? Researching public information is legal, but respect the terms of service, avoid automated scraping without permission, and don't access private or password-protected areas. Focus on publicly available information and maintain ethical research practices.

How often should I research competitor Shopify stores? Establish a regular monitoring schedule: weekly for trend identification, monthly for competitive landscape updates, and quarterly for deep strategic analysis. Set up automated alerts for immediate notification of significant changes.

Can I automate the process of finding Shopify stores? Yes, through various methods including Python scripts, browser extensions, and specialized tools. However, balance automation with manual verification, respect rate limits, and ensure compliance with the platform's terms of service.

What's the best free method to start finding Shopify stores? Google search operators provide the most comprehensive free method. Start with basic site:myshopify.com "niche" searches, then progress to advanced operator combinations for deeper discovery. Combine with Facebook Ad Library research for complete free coverage.

How do I identify trending products from competitor stores? Monitor new product launches through social media, analyze best-seller sections on competitor sites, track hashtag trends on TikTok and Instagram, and use tools like PPSPY or Trendtrack that specifically identify viral products and emerging trends.

Discover What Sells Online

Uncover winning products and strategies before your competitors do. Trendtrack gives you access to 10,000+ trending Shopify stores and high-performing ads in one intuitive platform.

Discover What Sells Online

Uncover winning products and strategies before your competitors do. Trendtrack gives you access to 10,000+ trending Shopify stores and high-performing ads in one intuitive platform.


Join 10,000+ E-commerce Leaders

Thousands of successful e-commerce founders already use Trendtrack to spy, track, and scale their businesses.

Install Our Free Chrome Extension

Analyze any Shopify store you visit with our powerful browser extension. Get instant insights on traffic sources, visitor volume, themes, and apps.

Your All-in-One E-commerce Intelligence Tool

Check out our Youtube Channel

Magna est culpa labore nisi officia veniam aliqua. Pariatur occaecat sint ut deserunt culpa aute magna consectetur.

Ready TO Start ?
What's next
No items found.
Trusted by 20,000+ ecom players & teams

Are you ready to get the insights?

From viral trends to million-dollar stores — unlock the insights behind what sells, scales, and converts. All in one place.

They’ve trusted us