Best Analytics Apps for Shopify (2026)

Leaderboard

Top 20 analytics apps.

Ordered by live position on the Shopify analytics category page, filtered to 4.0★+ for credibility. ↑ marks 7-day climbs; +N is new reviews in the same window.

#1
Data Export IO: Reports
Estore Automate · Helpful pre-made and detailed reporting for all store data. Easily filter, export, and send reports.
Rating
5.00★
Reviews
1,938
$7+/mo
#2
Report Pundit: Custom Reports
Estore Automate · Build custom reports, automate reports & analytics, and reconcile data from key integrations easily
Rating
5.00★
Reviews
1,905
+7 / 7d
$9+/mo
#3
Microsoft Clarity: AI Insights
Microsoft Clarity · Optimize Your Store Conversions with AI Brand Agents, Analytics, Session Replays & Heatmaps
Rating
4.60★
Reviews
1,683
+33 / 7d
Free
#4
BR ‑ Better Reports
Better Reports Technologies · Powerful reporting & analytics. Explore your data and automate reports. Custom report service.
Rating
5.00★
Reviews
1,154
$19+/mo
#5
MLV Auto Currency Switcher
MLVeda · Nudge global customers with a local Currency Converter-Seamless Shopping with Wide Currency support
Rating
4.80★
Reviews
964
$9+/mo
#6
Lucky Orange Heatmaps & Replay
Lucky Orange LLC · Confidently optimize your store. Use visual analytics & checkout tracking to make smarter decisions.
Rating
4.60★
Reviews
839
$19+/mo
#7
TP: True Profit Analytics
TrueProfit Real-time Profit & LTV tracking · Instantly track your True Profit. Sync costs & report on Net profit, profit & loss, LTV, profit calc
Rating
4.90★
Reviews
786
$35+/mo
#8
Propel Replay, Survey, Heatmap
Propel Commerce · Stop losing sales to hidden issues: AI, replays, heatmaps & surveys optimize conversions fast
Rating
4.90★
Reviews
605
BFS$9+/mo
#9
Mipler ‑ Advanced Reports
Mirasvit Ecommerce Solutions · Custom reports, dashboards & profit analytics for sales, tax, inventory & LTV. Export to Sheets.
Rating
5.00★
Reviews
597
BFS$19+/mo
#10
Peek! ‑ Better Replay & Survey
CartKit · Record user sessions, understand your customer, and provide versatile surveys to improve your store
Rating
4.80★
Reviews
573
$29+/mo
#11
Zigpoll Customer Surveys
Argonautic Labs · Post-purchase, pre-purchase, NPS, on-site, email and sms surveys. Tap insights with AI analytics.
Rating
5.00★
Reviews
528
+8 / 7d
$39+/mo
#12
Lifetimely Profit Agent & LTV
Lifetimely · AI Profit Agent with deep insights into Profit, P&L, LTV & Cohort Analysis.
Rating
4.80★
Reviews
497
+3 / 7d
$79+/mo
#13
MIDA Replay, Heatmap & Insight
mida-app.io · See What's Costing You Sales — Then Fix It with Session Replays, Heatmaps & AI
Rating
4.90★
Reviews
482
BFS$9+/mo
#14
Google Ads Pixel by Nabu
AdNabu Global, Inc. · Google Ads Tracking with 1-click install of Google Pixel. Enhanced Conversions & Upsell Tracking.
Rating
4.80★
Reviews
457
BFS$19+/mo
#15
TA MAPPY: Store Locator & Maps
Tech Arms MAPPY · Add interactive dealer map & physical stockist location to any store page.
Rating
5.00★
Reviews
408
BFS$9+/mo
#16
Trackify Facebook Pixel,TikTok
Trackify X · Boost ROAS & retargeting ads! Facebook Pixels, Meta, TikTok, w/Conversion API & Server Side tracking
Rating
4.70★
Reviews
346
BFS$8+/mo
#17
Inventory Management ‑ Assisty
Assisty · Inventory Optimization with AI. Never Miss a Sale, Never Overstock Again.
Rating
4.80★
Reviews
345
$19+/mo
#18
Analyzify (GA4 & Ads Tracking)
Analyzify | Solverhood · Send Enhanced Data with Analyzify's Server-Side Tracking. Analyze & Scale Marketing Performance
Rating
4.70★
Reviews
291
$145+/mo
#19
Xporter Data Export & Reports
Modd Apps Inc. · Precise, customizable reports and data exports. All your data, in any format, automatically!
Rating
4.90★
Reviews
264
$7+/mo
#20
∞ Facebook Pixel ‑Tiktok Pixel
infinitecommerce.io · Add multi-channel tracking: Facebook Pixel, TikTok Pixel, Pinterest Pixel, Snapchat Pixel & Twitter
Rating
4.90★
Reviews
236
BFS$6+/mo

Momentum · last 28 days

Who's growing.

Cumulative review curves for the incumbents — the slope is the velocity — and the apps adding the most reviews right now, which aren't always the same names.

Data Export IO1.9k
Report Pundit1.9k
Microsoft Clarity1.7k
BR1.2k
MLV Auto Currency Switcher964

Tracked daily from Ongoing.AI's review-stats snapshots. Each point is the day's observed total review count, collapsed to one observation per day.

Shape of the niche

Pricing and rating distributions.

Where merchants actually pay, and where sentiment actually lands — "is this niche price-anchored?" and "is the bar genuinely 4.5★+?"

Pricing

Free27% · 356
Under $20/mo40.4% · 533
$20–$49/mo20% · 264
$50–$99/mo5.5% · 72
$100+/mo7.2% · 95

Rating

5.0★60% · 331
4.5 – 4.99★18.7% · 103
4.0 – 4.49★7.6% · 42
3.0 – 3.99★5.3% · 29
Below 3.0★8.5% · 47

Full directory

All 1,320 analytics apps.

Every active app tracked in this category, best-first by review count. Each links to its live report.

Methodology

Where the numbers come from.

Ratings, review counts, pricing, “Built for Shopify,” and category memberships come from the live Shopify App Store listing — refreshed daily by Ongoing.AI’s crawler. The leaderboard filters to apps rated 4.0★+ then orders by review count: a credibility-weighted definition of “best.” Rank race and movers come from daily category-page archives — each day’s position is the best (lowest) rank we observed across all pages of the Analytics category. New entries are apps whose first-seen date lands in the last 28 days. Snapshot generated 3 minutes ago.

Best Analytics apps for Shopify.

Top 20 analytics apps.

Data Export IO: Reports

Report Pundit: Custom Reports

Microsoft Clarity: AI Insights

BR ‑ Better Reports

MLV Auto Currency Switcher

Lucky Orange Heatmaps & Replay

TP: True Profit Analytics

Propel Replay, Survey, Heatmap

Mipler ‑ Advanced Reports

Peek! ‑ Better Replay & Survey

Zigpoll Customer Surveys

Lifetimely Profit Agent & LTV

MIDA Replay, Heatmap & Insight

Google Ads Pixel by Nabu

TA MAPPY: Store Locator & Maps

Trackify Facebook Pixel,TikTok

Inventory Management ‑ Assisty

Analyzify (GA4 & Ads Tracking)

Xporter Data Export & Reports

∞ Facebook Pixel ‑Tiktok Pixel

Who's growing.

Microsoft Clarity: AI Insights

Report Pundit: Custom Reports

Way: Google Maps Store Locator

ProfitFinder

Zigpoll Customer Surveys

Propel Replay, Survey, Heatmap

Escalafy

BR ‑ Better Reports

Pricing and rating distributions.

All 1,320 analytics apps.

Merchants also shop these categories.

Where the numbers come from.

Watch every analytics switch as it happens.