7 Best Shopify Reporting Apps to Track Sales, Inventory, and Profit

Shopify’s built-in reports answer simple questions well. They stop being enough the moment you need a report that mixes tags, metafields, supplier costs, or data from another app, and every report tops out at 1,000 rows. That is when merchants start paying for a reporting app, and the seven options below solve very different versions of the problem. This guide compares them on verified pricing, real free plan limits, and what merchants complain about, and it was researched and written by Allan Vu, BOGOS’s Digital Marketing Specialist & E-commerce expert.

TL;DR

• Best overall report builder: Report Pundit. 5.0 stars from 1,870 reviews, 150+ prebuilt reports, a free plan under 1,000 lifetime orders, and paid plans from $9 per month.
• Best free or budget option: Mipler. Built for Shopify badge, 100+ reports on the free plan, and $19.99 per month after that.
• Best for profit reporting: TrueProfit. Calculates net profit after COGS, shipping, transaction fees, and ad spend. From $35 per month, with no free plan.
• Report builders cannot show your real profit on their own. They report what Shopify already stores. Ad spend and supplier costs live outside Shopify, so a profit app fills that gap.
• Shopify Analytics is not locked by plan. Shopify states its main analytics features are available on every subscription plan. The real limits are a 1,000-row cap per report and no ad spend data.
• Most reporting apps price by your Shopify plan, not your usage. Better Reports costs $19.90 on Basic and $299.90 on Plus for the same features.
• Free plans expire by lifetime orders. Report Pundit and Mipler both cut off at 1,000 lifetime orders, and that limit never resets.

1. How we tested and ranked these apps

We pulled every rating, review count, price, and plan limit in this article directly from the live Shopify App Store listing for each app on 12 August 2026. We did not copy figures from other roundups.

For each app we checked six things:

1. Feature depth. We read the app’s own documentation and App Store listing to confirm which fields, filters, and calculations it supports.
2. Free plan reality. We recorded what the free plan includes and the exact limit that ends it.
3. Paid plan mechanics. We recorded how each app bills, because pricing by Shopify plan and pricing by order volume produce very different bills.
4. Recent merchant reviews. We read reviews from the last four months, and we counted repeated complaints rather than isolated ones.
5. Developer track record. We recorded launch dates and update history.
6. Rating distribution. We looked at one-star and two-star counts, not just the average.

You can read our full method here: How do we judge a Shopify app.

One thing we could not do is install all seven apps on a live store with years of order history. Where our judgment comes from documentation rather than daily use, we say so. Based on these requirements, here are our top 3 picks:

Best overall: Report Pundit.

It holds 5.0 stars across 1,870 reviews, the largest verified review base of any dedicated custom report builder on this list. It starts free under 1,000 lifetime orders, costs $9 per month on Basic, and covers metafields, tags, line item properties, and 30+ app integrations. Data Export IO has slightly more reviews at 1,938, but it comes from the same developer and focuses on exports rather than report building.

Best alternative: TrueProfit.

It answers a question no report builder can answer alone. Report builders read the data Shopify already holds, and Shopify does not hold your Meta ad spend or your supplier invoices. TrueProfit pulls COGS, shipping cost, transaction fees, and ad spend from six ad platforms into one net profit figure. Choose it when your question is “did I make money,” not “what did I sell.”

Best free or budget option: Mipler.

Its free plan gives stores under 1,000 lifetime orders access to 100+ built-in reports and daily email delivery, which is more than most paid entry tiers offer elsewhere. It carries the Built for Shopify badge, and the first paid tier costs $19.99 per month.

2. What a Shopify reporting app should do

Four capabilities separate a useful reporting app from an expensive one.

A custom report builder. You should be able to answer your own questions, not just Shopify’s. Look for:

• Reports built from scratch, not only edited templates
• Filters on any field, including tags, metafields, and line item properties
• Calculated fields and custom formulas
• Grouping and summaries by week, month, or quarter

Export and delivery options. A report nobody reads is wasted work. Look for:

• Export to CSV, Excel, PDF, and Google Sheets
• Scheduled delivery by email on a set cadence
• Delivery to Slack, FTP, SFTP, or Google Drive when other systems need the file
• Shareable links for staff without admin access

Reporting depth. Sales figures are the starting point, not the goal. Look for coverage of:

• Sales and revenue by product, variant, vendor, and channel
• Inventory levels, sell-through, and inventory history
• Profit and margin, including COGS
• Tax and payout reconciliation
• Customer behaviour, repeat purchase rate, and lifetime value

Cost visibility. This is the feature most merchants discover they need after they buy. A report builder shows what Shopify records. It cannot show your true margin unless you feed it costs, and it cannot show your ad spend at all. If profit is the number you care about, you need an app that connects to your ad accounts and cost sources directly.

Setup effort. Powerful tools get abandoned when they are hard to use. Look for prebuilt templates, a builder a non-technical person can operate, and a support team that will build a report for you on request.

3. The 7 best Shopify reporting apps reviewed

#1 Mipler

Mipler is a self-service business intelligence app built for Shopify that combines custom reporting, dashboards, AI analytics, and live Google Sheets integration in one place. Its drag-and-drop report builder lets any merchant create detailed reports in minutes, pulling from any Shopify field, including tags, metafields, and line item properties. 

Reports sync in real time, support multi-store setups, and can be scheduled for automatic delivery on a daily, weekly, or monthly basis. The app also includes an AI assistant that generates reports from plain-language prompts and connects to external tools such as Claude and ChatGPT via MCP integration.

Key features: 

• Advanced custom report builder: create any report using filters, custom columns, and calculated fields.
• Automated scheduling: set up recurring report delivery to your inbox on a daily, weekly, or monthly cadence. 
• Real-time data sync: Shopify data stays up to date without manual refreshes.
• Google Sheets and Excel export: supports live data sync directly into spreadsheets. 
• AI analytics: generate reports from natural language, detect trends, and get anomaly alerts via Claude and ChatGPT MCP integration.
• Multi-store reporting: compare and analyze data across multiple Shopify stores in one view.
• 100+ pre-built templates: covers sales, inventory, customers, orders, taxes, and payouts.

Pros & things to consider: 

Why choose this app: We would put Mipler near the top for merchants who want one app that can cover day-to-day reporting needs without feeling too narrow or too complex. It looks especially strong for teams that need a practical mix of customization, automation, and shareable reporting in one place.

#2 TrueProfit

TrueProfit is a net profit analytics platform rather than a report builder, and that is exactly why it belongs on this list. A report builder can only report what Shopify already stores, and Shopify does not store your Meta ad spend, your supplier invoices, or your fulfilment costs. TrueProfit consolidates revenue, costs, products, and marketing performance into one real-time dashboard and shows net profit at the store, product, and channel level.

The practical result is that you stop using revenue or ROAS as a stand-in for success. Every cost is subtracted first, so pricing, ad spend, and inventory decisions rest on the number that actually matters. TrueProfit also connects store and profit data to ChatGPT, Claude, and Gemini through its MCP integration, so you can ask plain-English questions about performance and get answers pulled from your own data.

Key features:

• Real-time net profit dashboard: profit visibility at the store, product, and marketing channel level.
• Automatic cost tracking: COGS, ad spend, shipping, transaction fees, discounts, refunds, taxes, and custom costs pulled in automatically.
• Complete P&L reporting: weekly and monthly statements generated automatically across gross profit, operating profit, and net profit.
• Profit-first marketing attribution: see which campaigns and channels are actually profitable, not just which drive revenue or ROAS.
• Customer lifetime value tracking: monitor CLV and repeat purchase behaviour alongside profit data.
• MCP connection to AI tools: link store and profit data to ChatGPT, Claude, and Gemini for plain-English analysis.
• Mobile app: check profit on iOS and Android without opening the admin.
• Multi-store and agency support: profit reporting across several Shopify stores in one view.

Pros & things to consider:

What merchants say: Recent reviews cluster around two themes. The first is accuracy, with merchants using the app for two years or more saying it shows real margins far more clearly than Shopify alone. The second is billing friction. A July 2026 reviewer was charged after uninstalling during a billing cycle and hit a sync delay on reinstall. The developer replied publicly, explained that Shopify manages subscription charges, and confirmed a full refund was processed.

Why choose this app: We would shortlist TrueProfit when the report you actually want is a profit and loss statement, not a sales table. It is the only app here that closes the gap between what Shopify records and what your business actually costs to run, and it is the clearest fit if you are scaling ad spend and need to know whether that growth is profitable.

#3 Report Pundit

Report Pundit is built for merchants who want flexible reporting without having to start from scratch every time. It combines 150+ prebuilt reports with custom reporting tools for sales, tax, payouts, inventory, fulfillment, customer behavior, and POS data. The app also supports advanced filters, calculated fields, custom metrics, and 30+ integrations, which makes it a strong fit for stores with more complex reporting needs. Best for growing businesses that need deeper customization and recurring operational reporting.

Key features: 

• Prebuilt reports: 150+ ready-made reports for sales, inventory, taxes, payouts, customers, and more.
• Custom reporting: build unlimited custom reports on paid plans with custom fields, calculated data, and custom metrics.
• Advanced analysis: includes pivot tables, period comparisons, grouping, summaries, and date preset filters.
• Broader data access: pulls data from metafields, tags, line item properties, and integrated apps.
• Export and automation: export to CSV, XLSX, PDF, JSON, Google Sheets, Slack, FTP, and BI tools.
• Multi-store support: supports consolidated reporting across stores and currencies.

Pros & things to consider

Why choose this app: We would look at Report Pundit when reporting is likely to become more complex over time. It is one of the stronger options for teams that want both a quick starting point and enough flexibility to build more tailored reports later.

#4 Better Reports (BR)

Better Reports is a reporting app for merchants who want high flexibility and control over how they analyze store data. It covers sales, payments, inventory, customers, payouts, and more, and supports custom reports, formulas, metrics, charts, and scheduled delivery. The app is positioned as a deeper reporting tool than Shopify’s native analytics, with broad field access and a free custom report service. Best for merchants who need detailed, highly customizable reporting and are willing to handle a more advanced setup.

Key features: 

• Built-in and custom reports: start with prebuilt reports or create your own from scratch.
• Flexible analysis: use custom fields, formulas, reusable metrics, pivot tables, and visual charts.
• Broad data coverage: segment and filter by any field, including tags, metafields, and other store attributes.
• Export options: export to PDF, Excel, CSV, HTML, and Google Sheets.
• Automation: schedule reports to email or Google Sheets on a daily, weekly, or monthly basis.
• Business-scale features: POS support, multi-store reporting, and multi-currency reporting.

Pros & things to consider 

Why choose this app: We would shortlist Better Reports when flexibility matters more than simplicity. Its mix of formulas, reusable metrics, pivot-style analysis, and scheduled delivery makes it especially useful for merchants who want to explore data in depth rather than just export it.

#5 Data Export IO Reports

Data Export IO Reports is a strong fit for merchants who already know what data they need and want a reliable way to build, format, and deliver reports at scale. Its positioning is more workflow-driven than beginner-oriented, which makes it particularly relevant for operations, finance, and reporting-heavy teams. Best for growing businesses that depend on recurring reports and detailed data control.

Key features:

• Pre-made reports: includes reports for sales, orders, inventory, taxes, payouts, refunds, and POS data.
• Report builder: supports live previews, custom fields, and grouped summaries.
• Advanced filtering: apply multiple conditions to narrow report output.
• Column controls: rename, sort, hide, clone, and freeze fields.
• Export options: export in CSV, Excel, and PDF.
• Scheduled delivery: send reports through email, FTP, Google Sheets, and Google Drive.

Pros & things to consider: 

Why choose this app: We think Data Export IO makes the most sense when reporting is part of an ongoing operational process, not just something you check occasionally. If your team needs the same reports delivered regularly in the right format to the right place, this app looks more compelling than tools built mainly around quick analytics views.

#6 Xporter Data Export & Reports

Xporter is best viewed as a reporting tool for merchants who treat reporting as part of a broader data workflow, not just something they check inside Shopify. It focuses heavily on customizable exports, recurring deliveries, and precise formatting, making it especially relevant for teams sending data to warehouses, vendors, finance systems, or spreadsheets. 

The app also supports hidden Shopify data such as metafields, line item properties, transactions, and payouts, giving merchants more control over what gets included in each export. Best for operations-heavy teams that need structured data to move reliably between systems.

Key features: 

• Custom exports: build reports with custom formatting, filters, and calculations.
• Broad data access: includes metafields, line item properties, transactions, payouts, and other hidden Shopify data.
• Delivery options: send reports by email or SFTP, or save them in the app.
• File formats: supports Excel, CSV, text, and XML.
• Starter reports: includes ready-made reports that can be used as is or customized.
• Advanced logic: supports custom Liquid fields and filters on higher tiers.

Pros & things to consider 

Why choose this app: We would shortlist Xporter when the main goal is to move data out of Shopify in the right format and on the right schedule. It makes the most sense for teams that care more about delivery workflows, system handoffs, and recurring exports than about presentation in a reporting dashboard.

#7 Report Toaster: Custom Reports

Report Toaster is one of the more approachable reporting apps in this category, but it still offers enough depth for merchants who want more than basic exports. It gives users access to real-time data, customizable reports, AI-assisted report creation, and built-in sharing or scheduling tools without making the setup feel overly technical. 

The app also supports charts, calculated fields, inventory history, and multi-store reporting, giving it a broader scope than many SMB-friendly tools. Best for merchants who want a balance between ease of use and reporting power.

Key features: 

• Pre-built reports: start with 100-130+, depending on plan.
• Custom reporting: create tailored reports with calculated fields, tags, and metafields.
• AI builder: use the AI report builder to generate reports more quickly.
• Export and sharing: download reports as PDF or CSV and share live report links.
• Scheduling: automate delivery by email, SMS, or Slack.
• Multi-store reporting: compare data across multiple shops.

Pros & Things to consider 

Why choose this app: We would consider Report Toaster for merchants who want reporting that feels accessible on day one but still leaves room to go deeper later. It is a good middle ground for SMBs that need more than simple exports, but do not necessarily want a highly technical reporting setup.

4. Which Shopify reporting app is right for your use case?

The best choice depends on what you actually need to do with your data, not just how many features an app offers. Here are the 4 clearest use cases to choose from: 

• For all around reporting and dashboards: Choose Mipler if you want a balanced tool for custom reports, dashboards, scheduled exports, and AI-assisted analysis in one place.
• For advanced custom reporting: Choose Report Pundit or Better Reports if you need deeper customization, such as advanced filters, formulas, custom metrics, and more flexible report logic.
• For recurring exports and data workflows: Choose Data Export IO Reports or Xporter if your main priority is sending structured data to spreadsheets, finance workflows, or external systems on a recurring schedule.
• For quick setup and everyday reporting: Choose Report Toaster if you want a more approachable app that still covers custom reports, scheduling, and day-to-day reporting needs, with minimal setup.

Conclusion

In the end, Shopify reporting apps can do much more than fill gaps in Shopify’s default reports. The right app can make it easier to track performance, share data, and turn numbers into decisions your team can actually use. Let’s focus less on which app is the most advanced and more on which one best fits your business.

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