10 Best Shopify Analytics Apps of 2026

Lifetimely covers the two questions most Shopify merchants ask of an analytics app: did we make money, and what is a customer worth. The free plan already includes a daily profit and loss view, customer behavior analytics, custom reports and dashboards, a predictive LTV model, benchmarks and sales forecasts, which is more than most rivals give away. Paid plans add the Lifetimely Profit Agent, unlimited users, unlimited integrations, Lifetimely MCP for ChatGPT or Claude and 24/7 support, starting with S at $49 a month for up to 500 orders. M costs $149 for up to 3,000 orders and L $299 for up to 7,000. The listing names Google Ads, Klaviyo, Meta Ads, QuickBooks Online, Recharge and TikTok among its connections. The main cost driver is order volume, and Amazon data is a $75 monthly add-on. With 4.9 stars from 622 merchant reviews at check time, it pairs a strong rating with a meaningful free tier.

Report Pundit fills the gap between Shopify's built-in reports and a full BI tool. It ships with 150 pre-built reports across sales, payouts, profit, customers, markets, POS, refunds, taxes, inventory and fulfillment, and lets you add filters, calculated columns and custom API fields, including data from tags, metafields and line-item properties. The free plan works below 1,000 lifetime orders with Excel and CSV export. Paid pricing follows your Shopify plan: Basic is $9 a month for stores on Basic Shopify and adds charts, unlimited custom reports and automated scheduling; Grow is $19 for stores on the Shopify plan and adds free custom report setup and user management; Advanced is $35 and adds multi-store and Markets reporting. It is not an attribution or LTV tool, so ad-driven brands will want a profit app alongside it. Its 5.0 rating from 2,073 reviews was the strongest rating signal on this list at check time.

TrueProfit is built around one number: net profit after every cost. Basic at $35 a month covers 300 orders and includes the real-time profit dashboard, customer lifetime value, quantity-based COGS, weight-based shipping cost and custom costs. Advanced at $60 adds product analytics, a P&L report, bundling insights and Shopify Shipping auto-sync for 600 orders. Ultimate at $100 adds ad sync and custom rules for 1,500 orders, and Enterprise at $200 brings marketing attribution and unlimited team members for 3,500 orders. Extra orders cost $0.3 down to $0.07 each, with a monthly surcharge cap on every plan. The listing names ad spend sync from Facebook, Google, TikTok, Bing, Snapchat and Amazon, plus print on demand and dropshipping suppliers such as Printful, Printify and CJ Dropshipping. There is no free plan, so the 14-day trial is the only way to test it. Its 4.9 rating from 927 reviews was the largest review count among the profit trackers on this list.

BeProfit focuses on showing what a store keeps after product costs, ad spend, shipping, transaction fees and refunds. Its most useful view puts POAS, profit on ad spend, next to ROAS, so a channel that looks good on revenue but loses money stands out. It also compares the shipping you charge with what carriers actually bill. The free plan covers one shop, 150 orders a month and 6 months of history, with unlimited ad integrations and real-time refresh. Basic costs $29 a month or $249 a year for 450 orders and 12 months of history. Pro at $99 adds custom reports, the P&L report and advanced filters, and Scale at $149 adds UTM, LTV cohorts and simulators. Extra orders cost $0.30 each up to $500 a month, while annual billing removes the order cap. The listing names Amazon, Facebook Ads, Google Ads, Klaviyo, ShipStation and UPS among its connections. Its 4.5 rating from 203 reviews trails Lifetimely and TrueProfit.

Microsoft Clarity answers a different question from the profit apps on this list: what shoppers do on the store before they buy or leave. It records sessions, builds heatmaps and lets you set smart events and conversion funnels to find where visitors drop off. AI-driven insights flag patterns in that behavior, and Brand Agents add AI shopping assistants that use the same signals. The Shopify listing says it is GDPR and CCPA compliant with built-in consent, and it names Google Analytics, Google Ads, HubSpot, Microsoft Ads, Optimizely and Zapier among its connections. The app is listed as Forever Free, with no paid tier at all, and it carried 4.6 stars from 2,540 reviews at check time, the largest review count here. The limits are clear: there is no profit, COGS, LTV or attribution reporting, so most stores pair it with one of the profit apps above rather than choose between them.

Triple Whale is the deepest attribution tool on this list and the least transparent on price. The free plan brings paid, owned, subscription and organic data into one view, adds the Triple Pixel with first and last click attribution, and tracks how the brand shows up in ChatGPT mentions and citations, all without a credit card. Foundation adds multi-touch attribution, no-code dashboards, customer segments, custom metrics, a SQL editor and Moby AI as an analyst. Automate adds access to multiple AI models, actions on ad accounts, scheduled reports and creative generation, and Enterprise adds marketing mix modeling, incrementality and geo-lift tests. None of the paid plans shows a price; each requires a walkthrough or a sales call. One practical caveat for Shopify merchants: at check time the Shopify App Store page for Triple Whale said the app was not currently available there, so sign-up runs through triplewhale.com. Its pricing page says 65,000+ brands use it.

Profit Calc is a straightforward profit tracker with a few features aimed at stores selling across borders. It calculates profit from orders, product costs, shipping, taxes and ad spend, and reports by order, product or store, with dashboards for ROAS, AOV, refunds, chargebacks, VAT and fees plus a full P&L. It supports VAT, cash on delivery and multi-currency accounting with real-time and historical FX rates, and the app interface is available in 21 languages. Ad spend syncs from Meta, Google, Bing, TikTok, Snapchat, Pinterest, AppLovin and GA4, and cost data from AliExpress, Printful, Printify, CJ Dropshipping, ShipHero, ShipBob, Shippo and Gelato. Plans differ only by order volume: Starter is $39 a month for up to 500 orders, Growth $79 for 1,500, Pro $149 for 3,000 and Unlimited $249. There is no free plan, but the 15-day trial is the longest among the profit apps here. Its 5.0 rating rests on 66 reviews.

Polar Analytics is a business intelligence platform more than a dashboard app. It brings Shopify, Amazon, Meta, Google, TikTok, Klaviyo and other sources into a data warehouse the merchant owns, with profit, ROAS, CAC, LTV and inventory defined once so every report uses the same numbers. Reports cover contribution margin, LTV and cohorts by channel and product, ROAS, MER and blended CAC, best-selling SKUs and early stockout warnings. On top sits an AI Operator that answers questions with the definition behind each number and, once you approve, shifts ad budgets, pauses ads for sold-out products and plans markdowns in Slack or Teams. The Core plan costs from $750 a month, based on online GMV, with unlimited users, historical data and connectors, plus Klaviyo audiences and Polar MCP. That price puts it out of reach for small stores, which is why it ranks below cheaper apps despite one of the strongest feature sets here.

Peel Insights is built for brands whose growth depends on repeat buyers and subscribers. It turns Shopify, subscription and marketing channel data into retention reports, with more than 150 metrics and dozens of ready-made templates for LTV, AOV, churn and cohort trends. RFM segments can be exported as audiences to Klaviyo and Meta, product analytics go down to SKU level with bundle and customer path views, and daily digests arrive in Slack or email. Core costs $199 a month, or $2,148 a year, for up to 6,000 orders and 3 stores on Shopify and Amazon, with cohort analysis, RFM, LTV and CAC and Google, Facebook and Amazon ads integration. Essentials at $499 adds custom retention and subscription reports for 16,000 orders, and Accelerate at $899 adds a dedicated account manager. Its 5.0 rating rests on only 38 reviews, and the 7-day trial is short for judging cohort data.

Elevar sits underneath the other analytics tools rather than beside them. It adds server-side conversion tracking to Shopify, recovers activity lost to ad blockers and browser restrictions, recognizes returning shoppers through identity resolution and session enrichment, and sends cleaner signals to Meta, Google Ads, Klaviyo, GA4 and more than 50 integrations. Channel accuracy reports and proactive alerts show when tracking breaks. The free Base plan includes 100 orders a month and 2 destinations, then charges $0.75 per extra order. Core costs $225 a month for 2,000 orders with all destinations, Advanced $650 for 10,000 orders with global markets, profit optimization and predicted lifetime value, and Premium $1,250 for 30,000 orders. Paid plans come with a 15-day free trial. It does not replace a profit dashboard, but brands spending heavily on Meta and Google often get more accurate numbers in every other tool once Elevar feeds them.