10 Best Reporting Apps for Shopify (2026 Edition)
Let me paint you a picture. It’s Monday morning. You open your Shopify admin, check your sales number from the weekend, and feel like you have a handle on things. But then a question pops up which product actually made you money after shipping costs? Which ad campaign drove those sales? Which customers bought twice? Are you actually profitable or just generating revenue?
And Shopify’s built-in reports give you… nothing useful.
Shopify’s built-in analytics will tell you how many orders you got yesterday. It won’t tell you which ad campaign actually drove them, what your real profit was after shipping and returns, or which customers are worth acquiring more of. On the Basic plan, you can’t even build a custom report.
That’s exactly why Shopify reporting apps exist. They fill the gaps that Shopify leaves behind and some of them are genuinely impressive.
In this post, I’m walking you through the 10 best reporting apps for Shopify in 2026. For each one I’ll tell you what it’s best at, who should use it, and what it costs.
Let’s get into it.
Why You Need a Reporting App in the First Place
Before we get to the list, let me quickly explain why the built in Shopify reports aren’t always enough.
Shopify’s native analytics work well for store performance inside Shopify. They show sales, products, sessions, conversion trends, and basic customer data. That covers a lot for early-stage teams. It breaks down once a deeper question crosses functions such as which acquisition source drives profitable repeat customers, or why conversion held steady while cash efficiency got worse.
Operators usually outgrow native reporting for one of four reasons. They need attribution they can defend in budget meetings. They need real profit numbers, not just revenue. They need customer lifetime value and cohort data. Or they need reports that pull from multiple tools ads, email, inventory into one place.
A third-party analytics app doesn’t just give you better charts it gives you the numbers you need to stop guessing and start making decisions that actually improve profit.
Now let’s talk about which apps actually deliver on that promise.
1. Better Reports Best Overall Custom Reporting Tool
If I had to pick just one app for a Shopify merchant who wants serious reporting power, Better Reports would be at the top of the list. It’s the closest thing to a proper business intelligence tool inside the Shopify ecosystem.
Better Reports is a comprehensive Shopify report builder that lets you create virtually any report from your Shopify data. It offers hundreds of pre built report templates and a powerful custom report engine. Key features include 100+ pre built report templates across sales, products, customers, and inventory, a custom report builder with drag and drop field selection, scheduled reports via email, multi store reporting for Shopify Plus merchants, and data export in multiple formats.
You can also benefit from complimentary report services let experts build your custom reports for you. You can share and export reports in PDF, Excel, CSV, or Google Sheets formats.
Real users back this up. One merchant summed it up perfectly: “You can literally track anything you want so there are a lot of fields to comb through to get exactly what you want.” Another noted: “The support team is UNBELIEVABLE. I asked for help building multiple reports and they were done in less than an hour!”
The one limitation to know Better Reports is primarily a reporting tool, not an analytics platform. It shows data but does not analyse it for you. There is no cross channel data integration it works with Shopify data only, and there are no AI insights.
Pricing: Starts at $19.90 per month with a free trial available.
Best for: Merchants who know what they want to report on and need a flexible, powerful tool to build it.
2. Report Pundit Best for Operational and Tax Reports
Report Pundit is the one to reach for when you need very specific operational reports that Shopify simply doesn’t offer tax breakdowns by region, payout reconciliation, inventory by warehouse, sales by metafield value.
Report Pundit is the go-to for merchants who need specific operational reports that Shopify doesn’t offer. The app integrates with 30+ other apps including shipping, payments, and marketing, so you can pull cross-app data into a single report. Scheduled exports to Google Sheets, Slack, or email mean your team gets updated numbers without logging into anything. Multi store and multi currency support makes it practical for international operations.
The reviews say everything. One merchant wrote: “We use Report Pundit regularly to report out data that we use in many different ways in our business. The interface is easy to use and 99% of the time we can figure out how to build the report we need. However, the 1% is where Report Pundit really shines — the support staff is almost always available immediately via chat to help us and build a custom report in literally minutes.”
Rating: 4.9 stars with 800+ reviews. Pricing: Free for stores under 1,000 total orders; paid plans from $9 to $60/month
Best for: Stores that need automated operational, tax, or inventory reports delivered on a schedule.
3. Lifetimely Best for Customer LTV and Profit Reporting
If your main question is “which customers are actually worth acquiring and how much is each one worth over time?” Lifetimely is built specifically for that.
Lifetimely is one of the most popular Shopify reporting apps for stores focused on customer retention and LTV. Its core strength is cohort based analytics tracking how customer groups acquired in different periods perform over time. It shows LTV by acquisition channel, customer retention curves, and projected future revenue from existing customers. Key features include customer LTV calculations with cohort breakdowns, profit and loss reporting covering revenue minus COGS, shipping, and ad spend, monthly recurring revenue tracking for subscription businesses, and marketing channel performance and attribution.
This is incredibly valuable for making smarter marketing decisions. If Lifetimely shows you that customers from Facebook ads have a 3 month LTV of $45 while customers from email have a 3-month LTV of $120, you now know where to invest. That kind of insight is impossible to get from Shopify’s native reports.
Pricing: Paid plans starting from around $19/month with a free trial.
Best for: Growing Shopify brands that want to understand customer lifetime value and build retention first marketing strategies.
4. Lebesgue: AI CMO Best for Multi Channel Ad Reporting
Most Shopify merchants are running ads on multiple platforms Meta, Google, TikTok, maybe more. And every single one of those platforms tells you a different story about your results. Lebesgue fixes that.
Lebesgue AI CMO integrates data from multiple ad platforms including Facebook, Google, TikTok, and more, offering detailed insights into campaign performance. This multi-channel visibility allows merchants to track their ROI across various platforms and make more informed decisions.
Key features include analysing your store’s performance with data driven insights including customer lifetime value, ROAS, and marketing attribution; tracking real-time profitability by considering ad spend, COGS, and revenue; seamless integration with Google Analytics, Klaviyo, and Amazon Ads for a complete overview; and generating detailed customised reports tailored to your store’s needs.
The AI-powered layer on top is what makes it stand out. Instead of just showing you data, it interprets it and suggests what to do next. For store owners who don’t have a dedicated marketing analyst, this is genuinely useful.
Pricing: Free plan available for basic business reports. Paid plans with full features include a 14 day free trial.
Best for: Shopify merchants running active ad campaigns across multiple platforms who need a single source of truth for marketing performance.
Here’s one of the most important and most overlooked problems in Shopify reporting most merchants know their revenue but have no idea what their actual profit is. TrueProfit solves exactly that.
TrueProfit syncs with your ad platforms including Meta, Google, and TikTok and pulls in Stripe fees automatically. You get product level profitability so you can see which SKUs make money and which ones just generate revenue. The P&L dashboard updates in real time instead of waiting for your accountant’s monthly report. Rating: 4.9 stars with 554 reviews. Pricing: From $25/month with a free trial. Best for: Small to mid size stores that need clear profit visibility without a complex setup.
This is a game-changer for merchants who are scaling ad spend. You might be hitting record revenue but losing money on every sale if your COGS, shipping, and ad costs aren’t accounted for. TrueProfit gives you that real number in real time.
Best for: Any Shopify merchant who needs to know actual profit not just revenue and is actively spending on ads.
6. Be Profit Best for Multi Platform Profit Comparison
BeProfit covers similar ground to TrueProfit but goes further for merchants selling across multiple platforms beyond just Shopify.
BeProfit offers profit-tracking functionality with a broader scope for multi channel sellers. You can compare profit across Shopify, Amazon, eBay, and other platforms in one dashboard. The reporting goes deep profitability by country, by product, by platform, and by discount code.
If you’re running a proper multi channel business and want to know which platform is actually the most profitable after all costs are accounted for, BeProfit gives you that answer without building a spreadsheet model every month.
One limitation worth noting BeProfit primarily counts ad spend that can be attributed via UTMs or converted traffic. So if your attribution setup isn’t clean, your numbers won’t be perfect either.
Pricing: Free plan available. Paid plans start from around $25/month.
Best for: Multi-channel sellers on Shopify, Amazon, and eBay who want unified profit visibility across all platforms.
7. Metorik Best for Customer Segmentation
Metorik fills a very specific gap that most other reporting apps miss deep customer segmentation that connects directly to your email marketing tools.
Metorik fills a specific gap that Shopify’s native analytics misses entirely: deep customer segmentation that integrates directly with your email marketing tools. Its cohort reports show exactly which customer acquisition sources produce the highest lifetime value, enabling smarter budget allocation toward retention-driving channels.
So instead of just knowing that you have 5,000 customers, you can know which segment of those customers buys most frequently, which segment hasn’t purchased in 90 days, which segment responds to email, and which acquisition source produced your best long term customers.
Metorik’s pricing scales with monthly order volume, starting at $20/month for up to 100 orders. Most mid market stores land in the $50-$150/month range highly competitive for the depth of segmentation provided.
Best for: Shopify merchants who are serious about email marketing and retention, and want to segment customers by behaviour and value.
8. Mipler Best for Visual Reporting on a Budget
If you want solid reporting with good visual dashboards and you don’t want to spend a lot, Mipler is worth a serious look.
Mipler offers analytics and visualisations of data using store data like metafields, tags, and custom attributes. It provides ready made reports so that you can build complex custom reports with calculations. No Shopify admin access is needed for custom services. Pricing starts at $14.99 and goes up to $39.99, with a free plan available for stores with fewer than 1,000 orders, making it accessible for small to mid-sized merchants.
Mipler is a great option for visual reporting and custom analytics, backed by AI assistance and good customer support.
The limitation to be aware of it lacks user management capabilities, support for custom email domains, and integrations with Power BI and BigQuery. It does not offer integration with other third party apps.
So if you need it to pull data from outside of Shopify, it won’t do that. But for Shopify-specific visual reporting at a fair price, it’s a solid choice.
Pricing: Free plan for stores with under 1,000 orders. Paid plans from $14.99/month.
Best for: Small to mid-size Shopify stores that want clean visual reporting without enterprise-level pricing.
9. Microsoft Clarity Best Free Behavioural Analytics Tool
Everything on this list so far tells you what happened in your store. Clarity shows you how people actually behave while they’re in it.
Microsoft Clarity has emerged as the standout free behavioral analytics tool in 2025-26, with over 1,100 Shopify reviews at 4.5 stars. It provides heatmaps, session recordings, and AI-generated insights at no cost capabilities that previously required expensive tools like Hotjar.
Clarity’s Copilot AI feature, added in 2025, automatically identifies the most significant behavioral issues on your store and surfaces them as plain English recommendations. This makes Clarity genuinely useful even for merchants who don’t have time to watch individual session recordings.
You can watch real recordings of customers navigating your store, see heatmaps showing exactly where people click and where they scroll, and get AI summaries telling you what problems to fix. And it’s completely free.
Pricing: Free.
Best for: Any Shopify merchant who wants to understand why visitors aren’t converting — this one should be installed on every store regardless of what else you’re using.
10. Data Export Reports Best for Automated Scheduled Exports
Sometimes you don’t need fancy dashboards or AI insights. You just need reliable, scheduled data exports going to the right people at the right time. That’s exactly what Data Export does.
Data Export helps merchants create custom reports and has been on Shopify since 2016. It offers reports that include taxes, refunds, payouts, inventory, and more. It also allows you to schedule and automate reports via email, FTP, or Google Drive using the easy report builder. The app works based on your Shopify plan, with pricing starting as low as $7 and going up to $35 for the highest tier. It offers more features compared to its pricing, which makes it accessible to many merchants.
For store managers who need to send weekly inventory reports to suppliers, monthly sales summaries to business partners, or daily order reports to their fulfilment team — Data Export handles all of that automatically without anyone needing to log in and pull data manually.
Pricing: From $7/month depending on your Shopify plan.
Best for: Merchants who need reliable, scheduled automated report delivery to team members, accountants, or suppliers.
How to Choose the Right One for Your Store
There are a lot of options here, so let me make the decision simple for you.
Buy the tool that answers the recurring question your team cannot settle with Shopify alone. A brand spending heavily on paid social has a different reporting problem than a retention-led brand with strong repeat purchase volume.
Here’s a simple decision guide:
You need to know your real profit, not just revenue → TrueProfit or BeProfit. Install one of these before anything else.
You need custom reports and data flexibility → Better Reports is your best bet. It’s the most powerful report builder in the Shopify ecosystem.
You sell on multiple platforms → BeProfit gives you unified profit visibility across all of them.
You want to understand customer LTV and retention → Lifetimely or Metorik, depending on how deep you want to go.
You need operational, tax, or inventory reports automated → Report Pundit handles that with a free plan for smaller stores.
You want to understand visitor behaviour → Install Microsoft Clarity for free. No reason not to.
You’re running ads on Meta, Google, and TikTok → Lebesgue gives you unified ad reporting with AI-powered recommendations.
You want clean visual reports without spending much → Mipler on the free plan is a great starting point.
One More Thing Before You Pick
Before investing in a Shopify reporting app, understand what native Shopify analytics already provides and where the specific gaps are for your store. You need a reporting app if you need profit reporting covering revenue minus COGS and you are not on Shopify Advanced or Plus, if you need customer cohort analysis to understand retention and lifetime value trends, or if you need custom dashboards that combine metrics from multiple sources.
If Shopify’s native reports are already answering your questions, don’t spend money on an app just because it looks impressive. But if you’re hitting those walls missing profit data, no LTV visibility, no cross-channel attribution then one of the apps on this list will make a real difference.
Start with the specific problem you’re trying to solve. Match the app to that problem. Install it, learn it, and actually use it. That last part is where most merchants fall down they install a reporting app, get overwhelmed by the features, and go back to checking the sales number every morning.
Don’t do that. Pick one report that matters most to your business right now, master it, and build from there.
