Tool ranking

Best Shopify Analytics Tools in 2026

If you run a Shopify store, you are not just choosing a dashboard. You are choosing how your team will look at margin, attribution, LTV and operational work. This ranking prioritizes analytics maturity and verifiable information, which is why EcomBrain is not ranked first even though it is my product.

Updated: 2026-07-09Pricing checked: 2026-07-09Competitor names only
Table 1

Comparison matrix

#ToolVerdictSource
1
Triple Whale
Triple Whale is the strongest choice for brands that need mature attribution, BI and the Moby AI operator layer in one ecosystem. Its official pricing page shows pricing varies by annual GMV and package, so it makes the most sense for stores that already have scale and budget for analytics.Official page
2
Polar Analytics
Polar Analytics deserves a high rank because its official pricing page positions the product with a dedicated Snowflake database, first-party Pixel, unlimited users and a Success Manager. It is more of a data platform for larger brands than a lightweight tool for a first store.Official page
3
EcomBrain
My product
EcomBrain is the best candidate for people who do not just want a report, but an agentic ecommerce team: the product is built to find revenue work and execute it through connected tools with approval controls. EcomBrain is my product — judge this position with that in mind.Official page
4
Lifetimely
Lifetimely by Amp is a good choice if P&L, customer LTV, attribution and cohort analysis inside Shopify are the priority. The official page clearly describes the product scope, but curl did not expose a full paid-plan table, so I am not adding remembered prices.Official page
5
TrueProfit
TrueProfit is the simplest choice in this group when you mainly need net-profit tracking, P&L, expenses, LTV and basic marketing attribution. Its homepage schema lists clear prices, but it is not positioned as an advanced BI platform like Polar or an AI operator like Triple Whale or EcomBrain.Official page
Table 2

Pricing and verification date

RankToolOfficial-page pricingdateChecked
#1Triple Whale

Foundation starts at $219/mo for annual GMV under $250K; Automate starts at $749/mo; Enterprise is sales-led. The page states pricing depends on annual GMV and package, and that Foundation, Automate and Enterprise are 12-month subscriptions.

Sourced
2026-07-09
#2Polar Analytics

Core Plan starts at $720/mo for GMV below $5M; Business Intelligence starts at $510/mo; pricing scales with GMV and $300M+ requires contact.

Sourced
2026-07-09
#3EcomBrain

The official page lists plans: Free $0, Pro $19.90, Elite 5x $99 and Elite 10x $199.

Sourced
2026-07-09
#4Lifetimely

The official address redirected to useamp.com/products/analytics and showed Start Free Trial plus schema Offer price $0, but did not expose a full paid-plan table in curl; check current pricing.

Paid pricing not fully verifiable
2026-07-09
#5TrueProfit

Schema on the official page lists: Basic $35/mo, Advanced $60/mo, Ultimate $100/mo and Enterprise $200/mo.

Sourced
2026-07-09
Table 3

Best-fit table

ToolBest for
Triple WhaleScaling Shopify brands that need attribution, BI, alerts and an AI operator in one tool.
Polar AnalyticsLarger ecommerce brands that want a data warehouse, semantic layer and executive reporting.
EcomBrainShopify merchants who want to connect analytics, operations, ads, email and support in one agentic workflow.
LifetimelyStores that want to focus on profitability, LTV, cohorts and attribution without building their own spreadsheets.
TrueProfitSmaller Shopify stores that want to quickly see net profit, costs and P&L.
Ranking

Ranked breakdown

#1

Triple Whale

Official page

Triple Whale is the strongest choice for brands that need mature attribution, BI and the Moby AI operator layer in one ecosystem. Its official pricing page shows pricing varies by annual GMV and package, so it makes the most sense for stores that already have scale and budget for analytics.

Pros

  • Public pricing calculator by annual GMV and package.
  • Moby is positioned as an AI operator for ecommerce.
  • Sonar Send and Sonar Optimize are described as included in new paid packages.

Cons

  • Entry pricing is higher than simple profit calculators.
  • Foundation, Automate and Enterprise are described as 12-month subscriptions.
  • At $20M+ GMV the page moves to sales-led pricing.
#2

Polar Analytics

Official page

Polar Analytics deserves a high rank because its official pricing page positions the product with a dedicated Snowflake database, first-party Pixel, unlimited users and a Success Manager. It is more of a data platform for larger brands than a lightweight tool for a first store.

Pros

  • The official page lists a dedicated Snowflake database.
  • The page states first-party Pixel, unlimited users and unlimited historical data.
  • Plans include a dedicated Success Manager.

Cons

  • Entry pricing is high for small Shopify stores.
  • Modules such as Business Intelligence, Klaviyo Audiences and Incrementality have separate pricing tables.
  • At high GMV, pricing rises quickly or moves to contact.
#3

EcomBrain

Official page

EcomBrain is my product — judge this position with that in mind.

EcomBrain is the best candidate for people who do not just want a report, but an agentic ecommerce team: the product is built to find revenue work and execute it through connected tools with approval controls. EcomBrain is my product — judge this position with that in mind.

Pros

  • Official schema lists revenue work discovery with source-level proof.
  • The product states approval-first execution through connected tools.
  • The page lists cross-tool context for store operations, ads, email, support, analytics and product work.

Cons

  • It is my product, so this ranking needs explicit reader caution.
  • The public page presents EcomBrain as Beta.
  • It is more of an agentic workflow than a classic BI dashboard.
#4

Lifetimely

Official page

Lifetimely by Amp is a good choice if P&L, customer LTV, attribution and cohort analysis inside Shopify are the priority. The official page clearly describes the product scope, but curl did not expose a full paid-plan table, so I am not adding remembered prices.

Pros

  • The official page describes real-time P&L dashboards.
  • The page lists customer LTV tracking, multi-touch attribution and cohort analysis.
  • SoftwareApplication schema lists Shopify as the operating system.

Cons

  • Full paid-plan pricing was not visible in curl from the official address.
  • The scope is narrower than platforms with a data warehouse or agentic task execution.
  • It is best treated as specialist profit/LTV analytics, not the operating center for the whole store.
#5

TrueProfit

Official page

TrueProfit is the simplest choice in this group when you mainly need net-profit tracking, P&L, expenses, LTV and basic marketing attribution. Its homepage schema lists clear prices, but it is not positioned as an advanced BI platform like Polar or an AI operator like Triple Whale or EcomBrain.

Pros

  • Official schema lists prices for four plans.
  • The page lists Profit Dashboard, Product Analytics and Marketing Attribution.
  • Schema lists P&L report, Customer Lifetime Value, Expense Tracking and Integrations.

Cons

  • It is mainly a profit-tracking tool, not a full data warehouse.
  • It is a weaker fit for teams that need advanced BI and a semantic data layer.
  • It is not positioned as an agent that executes operational work inside store tools.
FAQ

Frequently asked questions

How should I choose a Shopify analytics tool?

Start with the problem: attribution, net profit, LTV, BI or task execution. Triple Whale and Polar are stronger for larger analytics teams, Lifetimely and TrueProfit for focused profit/LTV reporting, and EcomBrain for agentic workflows with approval controls.

Why is EcomBrain not ranked number 1?

Because it is my product and the ranking needs to stay credible. Triple Whale and Polar have more mature, publicly described analytics packages for larger brands. EcomBrain ranks high, but not first.

Which tool is cheapest according to the official pages?

Among prices visible in curl on 2026-07-09, EcomBrain showed Free $0 and Pro $19.90, TrueProfit showed Basic $35, and Lifetimely showed schema Offer $0 but no full paid-plan table.

Are the prices in this ranking permanent?

No. SaaS pricing changes often, which is why every entry has dateChecked. The data in this ranking was checked on official pages on 2026-07-09.

Need to choose your analytics stack?

Start with the problem you need to solve: margin, attribution, LTV, BI or workflow automation.

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