#1↓NaN
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
1,936
$7+/mo
Shopify App Store · refreshed Jun 11, 2026
Categories / Analytics
Best Analytics apps for Shopify.
1,213 active apps, 23,217 total reviews, 4.49★ average. Live App Store data, daily rank-race for the top incumbents, and the apps merchants picked this week.
Active apps
1,213
live in this category today
Total reviews
23k
across the niche
Avg rating
4.49
review-count weighted
Built for Shopify
5%
of the niche carries the badge
Free apps
23%
or freemium
Leaderboard
Top 20 analytics apps.
Ordered by live position on the Shopify analytics category page — what merchants actually see browsing the niche — filtered to 4.0★+ for credibility. The ↑ arrow marks 7-day climbs on the category page; +N is new reviews in the same window.
- #2↓NaN
Report Pundit: Custom Reports
Estore Automate · Create, Analyze & Automate Reports with UNLIMITED Advanced Custom Reports and Integrations
Rating
5.00★
Reviews
1,882
$9+/mo - #3↓NaN
Microsoft Clarity: AI Insights
Microsoft Clarity · Optimize Your Store Conversions with AI Brand Agents, Analytics, Session Replays & Heatmaps
Rating
4.60★
Reviews
1,475
Free - #4↓NaN
BR ‑ Better Reports
Better Reports Technologies · Powerful reporting & analytics. Explore your data and automate reports. Custom report service.
Rating
5.00★
Reviews
1,150
$19+/mo - #5↓NaN
MLV Auto Currency Switcher
MLVeda · Nudge global customers with a local Currency Converter-Seamless Shopping with Wide Currency support
Rating
4.80★
Reviews
968
$9+/mo - #6↓NaN
Lucky Orange Heatmaps & Replay
Lucky Orange LLC · Confidently optimize your store. Use visual analytics & checkout tracking to make smarter decisions.
Rating
4.60★
Reviews
848
$19+/mo - #7↓NaN
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
781
$35+/mo - #8↓NaN
Propel Replay, Survey, Heatmap
Propel Commerce · Stop losing sales to hidden issues: AI, replays, heatmaps & surveys optimize conversions fast
Rating
4.90★
Reviews
592
BFS$9+/mo - #9↓NaN
Mipler ‑ Advanced Reports
Mirasvit Ecommerce Solutions · Build custom reports, analytics & dashboards for sales, inventory & fulfillment. Export to Google Sheets.
Rating
5.00★
Reviews
590
BFS$9+/mo - #10↓NaN
Peek! ‑ Better Replay & Survey
CartKit · Record user sessions, understand your customer, and provide versatile surveys to improve your store
Rating
4.80★
Reviews
577
$29+/mo - #11↓NaN
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
515
$39+/mo - #12↓NaN
Lifetimely Profit Agent & LTV
Lifetimely · AI Profit Agent with deep insights into Profit, P&L, LTV & Cohort Analysis.
Rating
4.80★
Reviews
493
$79+/mo - #13↓NaN
MIDA Heatmap & Replay Checkout
mida-app.io · Optimize Your Store Conversions with AI Assistant, Analytics, Session Replays & Heatmaps
Rating
4.90★
Reviews
477
BFS$9+/mo - #14↓NaN
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
462
BFS$19+/mo - #15↓NaN
TA MAPPY: Store Locator & Maps
Tech Arms MAPPY · Add interactive dealer map & physical stockist location to any store page.
Rating
5.00★
Reviews
400
BFS$9+/mo - #16↓NaN
Trackify Facebook Pixel,TikTok
Trackify X · Boost ROAS & retargeting ads! Facebook Pixels, Meta, TikTok, w/Conversion API & Server Side tracking
Rating
4.70★
Reviews
352
BFS$8+/mo - #17↓NaN
Inventory Management ‑ Assisty
Assisty · Inventory Optimization with AI. Never Miss a Sale, Never Overstock Again.
Rating
4.90★
Reviews
340
$19+/mo - #18↓NaN
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↓NaN
Xporter Data Export & Reports
Modd Apps Inc. · Precise, customizable reports and data exports. All your data, in any format, automatically!
Rating
4.90★
Reviews
268
$7+/mo - #20↓NaN
∞ Facebook Pixel ‑Tiktok Pixel
infinitecommerce.io · Add multi-channel tracking: Facebook Pixel, TikTok Pixel, Pinterest Pixel, Snapchat Pixel & Twitter
Rating
4.90★
Reviews
238
BFS$6+/mo
Review growth
Top incumbents, traced daily.
Cumulative review count per day for the niche’s most- reviewed apps. The slope of each line IS the velocity — steeper slopes mean faster growth. Lines pulling away from the pack are the niche’s actual momentum leaders.
- Data Export IO1.9k
- Report Pundit1.9k
- Microsoft Clarity1.5k
- BR ‑ Better Reports1.1k
- MLV Auto Currency Switcher968
Shape of the niche
Pricing and rating distributions.
Where merchants actually pay, and where merchant sentiment actually lands. Useful for “is this niche price-anchored?” and “is the bar genuinely 4.5★+ or more like 3.8★?”
Pricing
Where this niche prices.
- Free28.4% · 345
- Under $20/mo39.7% · 481
- $20–$49/mo18.6% · 226
- $50–$99/mo5.8% · 70
- $100+/mo7.5% · 91
Rating
Where this niche rates.
- 5.0★58.4% · 306
- 4.5 – 4.99★19.5% · 102
- 4.0 – 4.49★7.6% · 40
- 3.0 – 3.99★5.5% · 29
- Below 3.0★9% · 47
Momentum · last 28 days
Who’s growing.
Apps adding the most reviews over the last 28days — the niche’s actual growth leaders, not just the cumulative incumbents. Pulled from Ongoing.AI’s daily review-count history.
+95
new reviews
Microsoft Clarity: AI Insights
Microsoft Clarity · Optimize Your Store Conversions with AI Brand Agents, Analytics, Session Replays & Heatmaps
Pattern
Rating
4.60★
Total reviews
1,475
+16
new reviews
Report Pundit: Custom Reports
Estore Automate · Create, Analyze & Automate Reports with UNLIMITED Advanced Custom Reports and Integrations
Pattern
Rating
5.00★
Total reviews
1,882
+16
new reviews
Propel Replay, Survey, Heatmap
Propel Commerce · Stop losing sales to hidden issues: AI, replays, heatmaps & surveys optimize conversions fast
Pattern
Rating
4.90★
Total reviews
592
+9
new reviews
Mipler ‑ Advanced Reports
Mirasvit Ecommerce Solutions · Build custom reports, analytics & dashboards for sales, inventory & fulfillment. Export to Google Sheets.
Pattern
Rating
5.00★
Total reviews
590
+7
new reviews
Data Export IO: Reports
Estore Automate · Helpful pre-made and detailed reporting for all store data. Easily filter, export, and send reports.
Pattern
Rating
5.00★
Total reviews
1,936
+7
new reviews
StoreView: Visitor Tracking
optymyze · Track all visitors, cart activity, and logged-in customers to better understand customer behavior.
Pattern
Rating
4.90★
Total reviews
86
+6
new reviews
Zigpoll Customer Surveys
Argonautic Labs · Post-purchase, pre-purchase, NPS, on-site, email and sms surveys. Tap insights with AI analytics.
Pattern
Rating
5.00★
Total reviews
515
+6
new reviews
TA MAPPY: Store Locator & Maps
Tech Arms MAPPY · Add interactive dealer map & physical stockist location to any store page.
Pattern
Rating
5.00★
Total reviews
400
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 Jun 11, 2026.
Watch every analytics switch as it happens.
Ongoing.AI tracks every Shopify brand’s app stack daily. Find the merchants on each app, catch the moment they install or churn, and reach out the same day.