Best Shopify analytics apps
Installing more analytics usually makes you less certain, not more. An app earns its place when it answers a question Shopify's own reporting cannot.
Updated 2026-08-25 · ranked from 1,300 store management apps
Ranked by review data earned, not bought
- 1
Data Export IO: Report
Prebuilt and Custom Reports to Automate Repetitive and Frustrating Data Tasks
★ 5.0 · 1,902 reviews· since 2016details
- 2
TP: True Profit Analytics
Instantly track your True Profit. Sync costs & report on Net profit, profit & loss, LTV, profit calc
★ 5.0 · 809 reviews· since 2019details
- 3
Zigpoll Customer Surveys
Post-purchase, NPS, on-site, email & SMS surveys. AI insights reveal what actually drives sales.
★ 5.0 · 505 reviews· free plan· since 2019details
- 4
TA MAPPY: Store Locator & Maps
Add interactive dealer map & physical stockist location to any store page.
★ 5.0 · 419 reviews· free plan· since 2020details
- 5
Xporter Data Export & Reports
Precise, customizable reports and data exports. All your data, in any format, automatically!
★ 5.0 · 257 reviews· since 2013details
- 6
Report Toaster: Custom Reports
Custom reports & analytics for sales, inventory, orders & customers. Schedule, export & share.
★ 5.0 · 203 reviews· free plan· since 2021details
- 7
Propel Replay, Survey, Heatmap
Stop losing sales: AI, replays, heatmaps, surveys & checkout recording optimize conversions fast
★ 4.9 · 608 reviews· free plan· since 2021details
- 8
MIDA Replay, Heatmap & Insight
See What's Costing You Sales — Then Fix It with Session Replays, Heatmaps & AI
★ 4.9 · 509 reviews· free plan· since 2022details
- 9
Lifetimely Profit Analytics
AI Profit Agent: real-time profit analytics, P&L, lifetime value (LTV) & cohort analysis.
★ 4.9 · 469 reviews· free plan· since 2019details
- 10
EZ Exporter ‑ Data Exports
Customize and automate data exports. Export orders, products, & more to a custom CSV/Excel file.
★ 5.0 · 92 reviews· since 2016details
- 11
- 12
BTN ‑ AI Analytics & Reporting
Analytics platform with powerful insights, dashboards and reports for LTV, CLV, RFM, ROAS, Cohort.
★ 5.0 · 71 reviews· free plan· since 2017details
How to pick between them
A ranking tells you which analytics apps other merchants kept. It cannot tell you which one fits your store. These are the things that actually separate them:
- Most disagreements between analytics tools are definitional, not bugs.
- Shopify's own reporting already covers orders, products and customers.
- Client-side measurement slows the mobile experience it measures.
- Three tools that contradict each other are worse than one you understand.
Questions merchants ask
Why is my analytics app showing fewer sessions than Shopify?
Usually ad-blockers, consent banners or a script that fails to load. Client-side tools miss those visits entirely, while Shopify records the order server-side regardless.
Which analytics tool is most accurate?
None is accurate in absolute terms. Pick the one whose definitions you understand and measure change against itself over time rather than comparing across tools.
Do analytics apps slow down my store?
Client-side ones do, in proportion to the scripts they inject. Measure a product page with and without the app on a mid-range phone before committing.
Make analytics app software? This page is where merchants choose one. A labelled slot above the ranking starts at $5.
Claim a slotSee the whole category
This page shows the top 12. The catalogue holds 1,300, all ranked the same way.
Browse all 1,300