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Explore the Market

Goran Culibrk
By Goran Culibrk
3 articles

App Store Pulse

App Store Pulse The App Store Pulse dashboard gives you a bird's-eye view of the entire Shopify App Store ecosystem. Track growth trends, monitor new app launches, and understand market dynamics. Accessing App Store Pulse Click Explore in the sidebar, then select App Store Pulse. It is the default view when you open the Explore hub. Date Range Filter Select your analysis period using the date range dropdown: - Last 7 days: Recent trends - Last 30 days: Monthly overview (default) - Last 90 days: Quarterly patterns - Last year: Long-term trends All charts and metrics update automatically when you change the date range. Overview Cards Five key metrics provide a snapshot of the ecosystem: Total Apps The total number of apps ever listed on the Shopify App Store, including both active and delisted apps. Active Apps Currently live apps on the store. This excludes apps that have been delisted or removed. Built for Shopify Apps that have earned the "Built for Shopify" badge. These apps meet Shopify's highest standards for quality, performance, and user experience. Total Reviews The total number of reviews indexed across all apps in our database. Delisted Apps Apps that have been removed from the Shopify App Store. This helps you understand churn in the ecosystem. Charts Total Apps Growth A line chart showing the cumulative growth of apps on the store over your selected time period. What to look for: - Steep upward trend: Healthy ecosystem growth - Flattening curve: Market maturation - Growth rate: Compare start and end values The chart uses a dynamic Y-axis that starts near your data range, making growth patterns more visible even with large numbers. The header shows the net change in apps during your selected period (e.g., "+127 apps"). New Apps per Day An area chart displaying daily app launches. What to look for: - Spikes: Increased developer activity, possibly around Shopify events - Dips: Weekends, holidays, or slower periods - Trends: Is daily launch rate increasing or decreasing? New Reviews per Day An area chart showing daily review activity across the entire App Store. What to look for: - High activity: More merchants engaging with apps - Patterns: Weekly or seasonal trends - Spikes: May indicate major app updates or marketing campaigns Rating Distribution A pie chart showing the distribution of reviews by star rating (1-5 stars) within your selected date range. What to look for: - High 5-star concentration: Healthy ecosystem with satisfied merchants - Rating spread: Understanding sentiment distribution - Low ratings: Potential market pain points to address Average Rating A radial chart displaying the weighted average rating across all reviews in your selected period, with the median rating shown below. What to look for: - Average vs Median: Large differences may indicate rating skew - Trend over time: Compare different date ranges Top Categories Bar Chart A horizontal bar chart showing the 10 most popular categories by app count. What this tells you: - Market saturation: Categories with the most apps - Competition levels: Higher counts mean more competition - Opportunity areas: Compare with less crowded categories Use this for: - Competitive research - Market positioning decisions - Identifying crowded vs. underserved markets Use Cases Market Research Understand the overall health and direction of the Shopify App Store: 1. Check total app growth trends 2. Monitor daily launch rates 3. Identify seasonal patterns 4. Track category popularity Competitive Landscape Gauge the competitive environment: 1. See how many new competitors launch daily 2. Track BFS badge trends in your space 3. Understand category saturation 4. Monitor ecosystem churn Timing Decisions Plan your app launches and updates: 1. Identify high-activity periods 2. Avoid launching during quiet periods 3. Time announcements with ecosystem trends Investor/Stakeholder Reports Provide context for your app's performance: 1. Show overall market growth 2. Compare your growth to ecosystem trends 3. Demonstrate market opportunity Tips for Analysis Compare Periods - Switch between 7-day and 30-day views - Look for consistent patterns - Identify anomalies or outliers Combine with Other Data Use App Store Pulse alongside: - Your app's performance metrics - Competitor tracking data - Category ranking trends Track Over Time Make App Store Pulse part of your regular review: - Weekly: Quick check on new apps and reviews - Monthly: Analyze trends and patterns - Quarterly: Strategic planning and market assessment FAQ Q: How often is the data updated? A: Data syncs daily. New apps and reviews are detected within 24 hours. Q: Does this include all Shopify App Store apps? A: Yes, we track the complete Shopify App Store including all categories and regions. Q: Can I filter by category? A: The current view shows ecosystem-wide metrics. Use Browse Apps for category-specific research. Q: Why might new app counts vary day to day? A: Developer activity fluctuates based on weekdays vs. weekends, holidays, and Shopify events. Q: How is "delisted" different from "deleted"? A: Both represent apps removed from the store. The total reflects apps no longer available to merchants. Q: Can I export this data? A: Export functionality for ecosystem data is on our roadmap. Want to research specific apps? Visit Browse Apps to search, filter, and follow apps across the Shopify App Store.

Last updated on Jun 14, 2026

Browse Apps

Browse Apps Browse Apps gives you access to Ranksy's complete Shopify App Store database. Research competitors, discover market opportunities, and follow apps you want to track — all in one place. Accessing Browse Apps Click Explore in the sidebar, then select Browse Apps. Searching for Apps Search Bar Use the search bar at the top of the Browse Apps page to search across the entire database: - App names - Developer names - Keywords in descriptions Results update as you type (with a short debounce delay). Search Tips - Partial names work: "down" finds "DownPay", "Countdown Timer", and more - Developer names: Search by company name to find all their apps - Case insensitive: "DOWNPAY" and "downpay" return the same results - Clear search: Click the × button to reset Filtering Results Opening Filters Look for the Filters button next to the search bar. Click it to open the filter panel. Available Filters By Category - Select one or multiple categories - Find apps in your market or adjacent spaces By Pricing - Free, Paid, or Freemium - Specific price ranges By Rating - Set a minimum star rating (e.g. 4.0+) - Set a maximum to find apps that are struggling By Review Count - Set minimum and maximum review counts - Find established apps or newer entrants By Last Updated - Recently updated - Specific date ranges Built for Shopify - Toggle ON to show only apps with the "Built for Shopify" badge - These apps meet Shopify's highest quality standards Applying Filters Filters apply automatically as you change them (400ms debounce). On some pages a manual Apply Filters button is shown — click it to confirm. Clearing Filters - Click Clear Filters to reset all filters at once - Or remove individual filters directly — changes apply immediately Sorting Results Click column headers to sort: | Sort option | Description | | --- | --- | | Relevance | Best match for your search query | | Rating | Highest or lowest rated | | Reviews | Most or fewest reviews | | Recently Updated | Latest updates first | | Name | Alphabetical | Click the same header again to reverse the sort direction. An arrow (↑ or ↓) indicates the active sort. App Cards Each app card shows: | Element | Description | | --- | --- | | App icon | Visual identifier | | App name | Official name | | Developer | Publisher | | Rating | Star rating (1–5) | | Review count | Number of reviews | | Categories | Primary categories | | Pricing | Free, Paid, or Freemium | | Actions | Follow, View Details | Quick Actions From any app card: - Follow — Add to your followed apps list - View — Open full app details App Details Page Click any app card to open its full profile. Overview - Full description and screenshots - Pricing details - Developer information Rankings Tab - Category rankings across all categories - Keyword rankings - Historical ranking trends Reviews Tab - Recent reviews - Rating distribution - Common themes Analytics Tab (Followed Apps) For apps you follow: - Traffic estimates - Install trends - Competitive metrics Following Apps Why Follow Apps Following lets you: - Track rankings over time - Monitor updates and new releases - Compare against your own app - Get competitive insights in the Monitoring Signal Brief How to Follow 1. Find the app you want to track 2. Click the Follow button on the app card or detail page 3. The app appears in Explore → Followed Apps Managing Followed Apps 1. Go to Explore → Followed Apps 2. View all apps you are tracking 3. Unfollow any you no longer need Combining Search, Filters, and Sort You can use all three together for precise research. Find quality email marketing apps: 1. Search "email" 2. Filter by Category: Marketing 3. Filter by Rating: 4.5+ 4. Filter by Reviews: 100+ 5. Sort by Rating (highest first) Find emerging competitors: 1. Filter by your category 2. Sort by Recently Updated 3. Filter by Reviews: max 50 (new but gaining traction) Find market leaders: 1. Filter by your category 2. Filter by Reviews: 500+ 3. Toggle Built for Shopify ON 4. Sort by Review count Pagination - Results are paginated (typically 24 per page) - Navigate with Previous / Next buttons or page numbers - Your filters and sort are preserved when you change pages - The result count shows at the top: "Showing 1–24 of 156 apps" Tips for Effective Browsing 1. Start broad: Search your main category first 2. Apply filters: Narrow by pricing, rating, or BFS badge 3. Review results: Scan app cards for patterns 4. Deep dive: Click into interesting apps 5. Follow key apps: Build your tracking list 6. Bookmark searches: Filters are included in the URL — bookmark the page to return to a filtered view Troubleshooting No results found - Clear all filters and try again - Check for typos in the search - Try partial names instead of full names - Remove rating or review count filters — they may be too restrictive Results look unexpected - Check the active filter count on the Filters button (e.g. "Filters (3)") - Check the sort direction — ascending vs descending Filters not working - Click Apply Filters if the button is present - Refresh the page and try again FAQ Q: How many apps are in the database? A: We track all apps in the Shopify App Store, updated daily. Q: How current is the data? A: App data and rankings sync daily. Q: Can I search by developer? A: Yes — the search includes developer names. Q: Can I export app lists? A: Export is available for followed apps. Q: Is there a limit to how many apps I can follow? A: Limits depend on your plan. Check Settings for details. Q: Can I see historical data for any app? A: Full historical tracking is available for apps you follow. Recent public data is available for all apps. Q: Will the app developer know I'm tracking them? A: No. Following an app is completely private. Found a competitor? Follow them and check the ASO → Competitors tab for head-to-head keyword analysis. For ecosystem trends, see App Store Pulse.

Last updated on Jun 14, 2026

Keyword Explorer

Keyword Explorer The Keyword Explorer lets you look up any keyword in the Shopify App Store and see the full ranked list of apps. Use it to research competition before targeting a new keyword, check where you appear for a term you're not yet tracking, or analyse what makes the top-ranking apps successful. Accessing the Keyword Explorer Go to Explore → Keyword Explorer in the sidebar. No integrations are required — keyword data comes from Ranksy's daily scraper and is available to all users. Browsing and searching keywords The main view shows all keywords in Ranksy's database with summary data: | Column | What it shows | | --- | --- | | Keyword | The search term | | Apps | Number of apps that currently rank for this keyword | | Avg. Rating | Average star rating of ranking apps | | Total Reviews | Combined review count of ranking apps | | Last Updated | When ranking data was last refreshed | A high Apps count indicates a competitive keyword. A low count indicates a niche term that may be easier to rank for but has lower search volume. Use the search box in the top right to filter to a specific keyword or prefix. Results filter as you type. Keyword detail page Click any keyword to open its detail page. Two main sections: Competition over time chart A line chart showing how many apps have ranked for this keyword over time. A rising line means competition is growing. A falling line means apps are leaving the space. Use this to distinguish evergreen keywords from fads. Ranking apps table All apps currently ranking for this keyword, in order: | Column | What it shows | | --- | --- | | Rank | Current position in search results | | App Name | App name, logo, and developer | | Rating | Current star rating | | Reviews | Review count | | Launched | When the app was released | | Last Updated | Most recent listing update | Rank change indicators next to each position show movement since the last scrape: green (+N) means the app moved up, red (−N) means it dropped. Click any app row to open its full app profile page. Finding your own ranking for a keyword Search for a keyword you care about, open its detail page, and scroll through the ranking apps table. If your app appears, your current position is shown. If it doesn't appear, you are either not in Shopify's results for that keyword or rank outside the range Ranksy captures. For continuous monitoring of specific keywords and daily rank tracking, use ASO → Keywords (your organic search performance) or add keywords to your tracked list via ASO → Tracked. Tracking a keyword from the Keyword Explorer From a keyword's detail page, you can track it directly. Tracking adds it to your ASO → Tracked list and enables daily rank monitoring, movers filters, and 14-day sparklines. Click the Track button on the keyword detail page. Using Keyword Explorer for research Before targeting a new keyword: 1. Look up the keyword and check the Apps count — fewer than 30 apps indicates low competition 2. Review the top-ranking apps and their ratings/review counts 3. Check whether the competition trend is stable, rising, or falling 4. Decide whether you can realistically reach the top 10 Competitor keyword discovery: 1. Open a top competitor's app profile 2. Their ranked keywords may appear on their profile 3. Use Keyword Explorer to check those keywords and see if you also rank Market research: 1. Search broad category terms (e.g., "email", "inventory") to understand overall competition 2. Then narrow to long-tail terms (e.g., "abandoned cart email automation") where competition is lower 3. Identify the sweet spot: moderate competition, relevant to your app's purpose FAQ Q: How often is keyword data refreshed? A: Daily, overnight. The scraper checks rankings once per day for each keyword in the database. Q: A keyword I care about isn't in the database — how do I add it? A: Track it via ASO → Tracked → Add Keywords. Once tracked, Ranksy scrapes it daily and it appears in the Keyword Explorer. Q: Why does my rank on the Keyword Explorer differ from what I see searching the Shopify App Store directly? A: Shopify can personalise search results based on location, language, and browsing history. Ranksy scrapes from a fixed location to produce consistent comparable data. Your real-world position may vary slightly. Q: How do I see which keywords are driving my app's installs? A: That data is in ASO → Keywords (requires BigQuery). The Keyword Explorer shows organic rankings only, not traffic attribution. Next steps - Tracked Keywords (ASO) — monitor specific keywords daily with rank history and movers filters - Keywords (ASO) — all keywords your app appears in, with traffic and conversion data - AI Keyword Suggestions — get AI-recommended keywords to target based on your existing rankings - Browse Apps — explore any app's full profile, including its category rankings

Last updated on Jun 14, 2026