Shopify App Store · refreshed 2 minutes ago

Best Analytics apps for Shopify.

1,274 active apps, 23,453 total reviews, 4.50★ average. Live App Store data, daily rank-race for the top incumbents, and the apps merchants picked this week.

Active apps

1,274

live in this category today

Total reviews

23k

across the niche

Avg rating

4.50

review-count weighted

Built for Shopify

of the niche carries the badge

Free apps

22%

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.

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 Clarity1.6k
BR ‑ Better Reports1.1k
MLV Auto Currency Switcher965

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 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.

Free27.5% · 350
Under $20/mo40% · 509
$20–$49/mo19.5% · 248
$50–$99/mo5.7% · 72
$100+/mo7.5% · 95

Rating

Where this niche rates.

5.0★59.3% · 321
4.5 – 4.99★19.4% · 105
4.0 – 4.49★7.6% · 41
3.0 – 3.99★5% · 27
Below 3.0★8.7% · 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.

Full directory

All 1,274 analytics apps.

Every active app Ongoing.AI tracks in this category, best-first by review count. Each links through to its live report — ratings, install footprint, review fingerprint, and rank trajectory.

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 2 minutes ago.

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.

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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

Mipler ‑ Advanced Reports

Propel Replay, Survey, Heatmap

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