Lebesgue Review, Pricing & Features

Lebesgue is an AI CMO for eCommerce: attribution, LTV, competitor tracking and Henri AI. Free plan, paid tiers from $59/month. Read the full review.

Researched and fact-checked by Bartu Cavusoglu · Updated October 26, 2026

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Category
Analytics
Pricing
Freemium, from $59/month
Verified
Not yet
Last updated
October 26, 2026
Predictive AnalyticsAI AgentsFree TrialDashboardReportingAIFreemiumShopify Integration

What is Lebesgue?

Lebesgue, branded as Lebesgue: AI CMO, is a marketing analytics platform for eCommerce brands. The company describes it as an all-in-one tool that combines first-party attribution, customer lifetime value analysis, benchmarks and AI-driven insights, so store owners can make growth decisions from one place.

It is built mainly around Shopify stores but also supports platforms such as WooCommerce. The site says more than 10,000 eCommerce brands use it, though another homepage section cites 5,000, so the exact figure is unclear. It also lists an app rating of 4.9 across 150+ reviews.

How does Lebesgue work?

Lebesgue connects to a store and its marketing accounts, including Shopify, Meta, Google, TikTok and email, along with product performance data. According to the site, this data passes through a proprietary analytics engine covering LTV models, attribution, product performance modeling, creative insights and competitor benchmarks.

On top of that engine sits Henri, an LLM-based assistant. Users ask questions such as why Meta ROAS dropped last week, and Henri returns explanations, root-cause analysis and step-by-step action plans. The site says the underlying predictive models are trained on thousands of eCommerce brands.

Key features of Lebesgue

The platform includes an all-in-one dashboard, LTV and cohort analysis, product intelligence, stock inventory tracking and ecommerce benchmarks drawn from more than 20,000 brands. Competitor tracking covers ads, creative trends and email strategies, and a Creative Strategist gives feedback on ad creatives.

Le Pixel is a first-party tracking pixel with several attribution models, including game theory based options. Named AI agents handle budget split (Balancer), anomaly detection (Guardian), daily account audits (Auditor) and stockout monitoring (Sentry). Marketing Mix Modeling and AI visibility tracking for ChatGPT and AI search round out the list.

Key Features

Pros & Cons

Pros

  • Free plan includes profit tracking, order history and automated Meta, Google and TikTok ad audits
  • One platform covers attribution, LTV, competitors, benchmarks and AI assistance
  • Henri AI answers store questions in plain language with action plans
  • Benchmarks draw on data from 20,000+ eCommerce brands
  • 14-day free trial and a clear $79 mid-tier with broad features
  • Supports WooCommerce and several ad and email platforms, not only Shopify

Cons

  • Pricing page shows two sets of Le Pixel prices ($749/$149 and $1,499/$1,649), which is confusing
  • First-party attribution with Le Pixel is expensive compared with the analytics tiers
  • Henri AI is limited to 10 business questions a month below the $149 tier
  • Performance claims such as 40% average ROI increase come from the vendor and are not independently verified

Pricing

Frequently Asked Questions

What is Lebesgue?

Lebesgue, branded Lebesgue: AI CMO, is an all-in-one marketing analytics platform for eCommerce brands. It combines first-party attribution, customer lifetime value analysis, benchmarks and AI-driven insights.

How much does Lebesgue cost?

There is a Free plan at $0, Analytics Advanced at $59 per month, Ultimate at $79 and Ultimate AI at $149. Le Pixel Attribution is listed at $749 per month and Enrichment at $149, though the page also shows higher alternate prices. Confirm current pricing with the vendor.

Does Lebesgue have a free trial?

Yes. The site says you can try Lebesgue free for 14 days and connect your store in minutes. There is also a Free plan at $0.

What does Lebesgue integrate with?

It connects with Shopify, WooCommerce, Meta Ads, Google Ads, TikTok Ads, Klaviyo, Amazon and GA4. The pricing page also lists ad cost tracking for Pinterest and Microsoft.

Is Lebesgue only for Shopify?

No. It is deeply integrated with Shopify but also supports other eCommerce platforms such as WooCommerce.

What is Henri AI?

Henri is an LLM-based assistant built on Lebesgue's analytics engine. It answers questions about your store, competitors and market and provides root-cause analysis and step-by-step growth plans.

How does Lebesgue compare to Triple Whale?

Lebesgue says it combines attribution (Le Pixel), LTV analysis, benchmarks, Marketing Mix Modeling and AI agents in one platform, and positions itself as an alternative to Triple Whale, Lifetimely and Polar Analytics. Some reviewers on the site say they switched from Triple Whale.

Is Lebesgue good for small businesses?

The Free plan covers profit tracking, order history and ad audits, and the paid analytics tiers start at $59 per month. Small stores can start there, while Le Pixel attribution costs considerably more.

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