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Best Shopify Analytics Apps in 2026

Compare the best Shopify analytics apps using rating quality, review depth, estimated installs, growth, pricing signals, and feature relevance.

CategoryAnalytics
Year2026
UpdatedUpdated March 2026
Summary

This collection ranks Shopify analytics apps with a reproducible scoring model, then narrows the list for merchant fit, credibility, and practical adoption signals.

The apps below were selected from a larger Shopify app dataset and filtered for relevance to analytics.

The ranking favors apps with strong ratings, meaningful review volume, visible install traction, and current growth signals.

Use the picks as a shortlist, then confirm each app's current Shopify listing, plan limits, integrations, and support quality before installing.

Why these apps

Why these apps made the list

This section defines the shortlist logic first so the ranking and recommendations stay tied to the same evaluation lens.

Relevance filter

Apps must match the collection topic through their name or core description rather than broad shared category labels.

Quality signals

The score combines Bayesian-adjusted rating, review volume, estimated total installs, daily install momentum, and launch freshness.

Practical constraints

The final list limits duplicate developers and favors apps with enough public marketplace evidence to compare fairly.

Ranked apps

Rankings and app notes

The order below is based on Shopify localization fit, maintenance cost, and workflow depth.

#1

Microsoft Clarity: AI Insights

Best overall

Optimize Your Store Conversions with AI-Powered Visual Analytics, Session Recordings and Heatmaps Unlock real-time insights that reveal exactly how visitors...

Best forreporting, attribution, forecasting, and operational dashboards
PricingFree plan available

Strengths

  • 977 merchant reviews
  • Estimated 19,540 total installs
  • Shows current install momentum
  • Includes a free plan or free entry point

Watchouts

  • Newer app with less long-term operating history
Open related page
#2

Report Pundit: Custom Reports

Best free plan

Create and analyze UNLIMITED advanced REPORTS & ANALYTICS with seamless integration and automation. Report Pundit is the advanced custom reporting tool for...

Best forreporting, attribution, forecasting, and operational dashboards
PricingFree plan available; paid plans from $9 / month

Strengths

  • Strong 4.9-star rating
  • 1,800 merchant reviews
  • Estimated 36,000 total installs
  • Shows current install momentum

Watchouts

  • Confirm feature fit and plan limits before installing
Open related page
#3

TP: True Profit Analytics

Fast-growing

Instantly track your True Profit. Sync costs & report on Net profit, profit & loss, LTV, profit calc TrueProfit is a Net Profit Analytics platform that lives up...

Best forreporting, attribution, forecasting, and operational dashboards
PricingFrom $35 / month $0.3 per extra order. Maximum surcharge $300.

Strengths

  • Strong 5.0-star rating
  • 740 merchant reviews
  • Estimated 14,800 total installs
  • Shows current install momentum

Watchouts

  • No clearly listed free plan in the dataset
Open related page
#4

Mipler ‑ Advanced Reports

Best free plan

Build custom sales, financial, inventory, and tax reports. Schedule automated exports. Mipler allows you to analyze your store's performance with ease. Create...

Best forreporting, attribution, forecasting, and operational dashboards
PricingFree plan available; paid plans from $9.99 / month or $95.88/year and save 20%

Strengths

  • Strong 5.0-star rating
  • 557 merchant reviews
  • Estimated 11,140 total installs
  • Shows current install momentum

Watchouts

  • Confirm feature fit and plan limits before installing
Open related page
#5

BR ‑ Better Reports

Fast-growing

Powerful reporting & analytics. Explore your data and automate reports. Custom report service. Analyze your sales, payments, inventory, customers, payouts and...

Best forreporting, attribution, forecasting, and operational dashboards
PricingFrom $19.90 / month

Strengths

  • Strong 4.9-star rating
  • 1,123 merchant reviews
  • Estimated 22,460 total installs
  • Shows current install momentum

Watchouts

  • No clearly listed free plan in the dataset
Open related page
#6

Lifetimely Profit Analytics

Best free plan

Track Profit & Loss with custom reports & analytics, customer cohort reporting to CAC and LTV. Lifetimely gives brands true profit, LTV & customer insights with...

Best forreporting, attribution, forecasting, and operational dashboards
PricingFrom Free to install

Strengths

  • Strong 4.8-star rating
  • 463 merchant reviews
  • Estimated 9,260 total installs
  • Shows current install momentum

Watchouts

  • Confirm feature fit and plan limits before installing
Open related page
#7

Report Toaster: Custom Reports

Best free plan

Advanced reports, using real-time data that you can report, customize, automate, export, and share. Report Toaster is a powerful reporting and analytics app for...

Best forreporting, attribution, forecasting, and operational dashboards
PricingFree plan available; paid plans from $18 / month

Strengths

  • Strong 4.9-star rating
  • 210 merchant reviews
  • Estimated 4,200 total installs
  • Shows current install momentum

Watchouts

  • Confirm feature fit and plan limits before installing
Open related page
#8

GoProfit: Profit Analytics

Best free plan

Stop guessing! GoProfit provides real-time tracking for net profit, ad spend, P&L, product analytics Profit tracking is spread across many spreadsheets? Not...

Best forreporting, attribution, forecasting, and operational dashboards
PricingFree plan available; paid plans from $29.99 / month $0.1 per extra order (max of $500)

Strengths

  • Strong 4.8-star rating
  • Estimated 1,680 total installs
  • Shows current install momentum
  • Includes a free plan or free entry point

Watchouts

  • Confirm feature fit and plan limits before installing
Open related page
#9

Attribuly: AI Attribution

Best free plan

Fix pixel tracking, feed high-intent data to Klaviyo & boost ROAS Is your pixel blind? iOS 14 & blockers kill 30%+ of your tracking. Attribuly fixes this...

Best forreporting, attribution, forecasting, and operational dashboards
PricingFree plan available; paid plans from $19 / month or $99/year and save 57%

Strengths

  • 141 merchant reviews
  • Estimated 2,820 total installs
  • Shows current install momentum
  • Includes a free plan or free entry point

Watchouts

  • Confirm feature fit and plan limits before installing
Open related page
#10

Juicy Attribution & Profit

Best free plan

Track true profit per order and the exact ad that drove it – all in one simple, powerful dashboard. Juicy Attribution & Profit lets you track profits, costs, and...

Best forreporting, attribution, forecasting, and operational dashboards
PricingFree plan available; paid plans from $29 / month

Strengths

  • Strong 5.0-star rating
  • Shows current install momentum
  • Includes a free plan or free entry point

Watchouts

  • Smaller review base than more established apps
  • Newer app with less long-term operating history
Open related page
How to compare

How to compare these apps

Start with the comparison lens before the feature list, otherwise high-volume information tends to blur the real tradeoffs.

  1. Start with the workflow

    Choose a analytics app based on the exact workflow you need, not only the highest score.

  2. Check plan limits

    Free and entry-level plans often limit orders, impressions, automations, seats, or advanced integrations.

  3. Validate theme and stack compatibility

    Before committing, test the app with your theme, checkout flow, fulfillment setup, and existing marketing tools.

How to choose

How to choose the right app for your store

The right pick depends on your store stage, operating complexity, and how often your content changes later.

  1. Small stores

    Prioritize simple setup, a free or low-cost plan, and features you can use immediately.

  2. Growing brands

    Look for automation, integrations, analytics, and plan tiers that will not force a migration too soon.

  3. Larger operations

    Evaluate support responsiveness, permissions, reporting depth, data handling, and operational controls.

How to choose the right analytics app

The best option is the one that fits your store's current bottleneck and can scale with your operating model.

Use this ranking to build a shortlist, then compare current pricing, recent reviews, support quality, and implementation effort on the live Shopify App Store.

Microsoft Clarity: AI InsightsBrowse Shopify App Store