Every score is worked out from the vendor's own pages · How we score →Disclosure
SAASINSPECTOR
Lebesgue logo

Lebesgue Review

As an e-commerce analytics tool, Lebesgue tracks attribution, profit after costs and lifetime value through its own tracking pixel, plus stock forecasting and benchmarks against other stores. Store data can be kept out of third-party AI training by choice, and a free plan runs alongside the paid tiers.

Visit Lebesgue →From $79/mo

Research-based review. Features and prices are checked on the vendor's own website, and the score is worked out from those facts. We haven't tested it hands-on yet.

The verdict

Lebesgue suits Shopify brands after attribution and stock forecasting in one place, though Triple Whale offers custom dashboards and a public API for teams that need more depth.

Pros

  • The free plan carries real, working analytics features rather than a stripped-down shell.
  • Core analytics pricing is flat and does not rise as a store's size or revenue grows.
  • There is no setup fee and no minimum contract term on any plan.
  • Market and ecommerce benchmarks compare a store's ad and revenue metrics against a peer group.

Cons

  • Lebesgue has no public API for building custom integrations.
  • There is no custom dashboard feature, only goal tracking against chosen metrics.
  • First-party attribution requires the separately priced Le Pixel add-on, which scales with the store's revenue band.
From $79/moFree plan YesFree trial Yes
7.0/10

Spec Score

Lebesgue against 4 e-commerce analytics tools
#2
of 4 e-commerce analytics tools
+0.0
vs the average
96%
from published facts
Ahead of other e-commerce analytics tools
Pricing+2.2What it measures+1.2
Behind other e-commerce analytics tools
Where it plugs in-2.7Privacy and trust-2.1
Every criterion
Tap a row for the facts
What it measures8.2
+1.2 vs 7.0 avg28.7 of 35 points
Attributes orders to channelsyes1.5 / 1.5
Profit after costs, not just revenueyes1.5 / 1.5
Its own tracking pixelyes1.2 / 1.2
Lifetime value by cohortyes1.2 / 1.2
Build your own dashboardsno0 / 1
Forecasts demandyes1 / 1
Plans stock and purchase ordersyes1 / 1
Benchmarks against other storesyes0.8 / 0.8
Tracks competitors' pricesno0 / 0.8
Why these numbers

Attributes orders to channels: Le Pixel module, named attribution methods.

Profit after costs, not just revenue: Listed as a Free-plan feature; the All-in-One Dashboard page also states it tracks 'revenue, profit, costs, and ad spend in one dashboard'.

Its own tracking pixel: Le Pixel is explicitly Lebesgue's own first-party tracking script, described as an add-on to the analytics platform ($99+/mo depending on revenue band, requires Ultimate or Ultimate AI).

Build your own dashboards: This is goal-tracking against chosen metrics, not merchant-built custom dashboard views/layouts; no page describes building a custom dashboard.

Forecasts demand: Stock Inventory page FAQ.

Benchmarks against other stores: Dedicated Market/Ecommerce Benchmarks module with percentile distributions against a peer group.

Tracks competitors' prices: Competitor Tracking module covers competitors' ads, email campaigns and keywords, not their product prices; no price-monitoring feature found anywhere on the site.

Where it plugs in4.1
-2.7 vs 6.8 avg8.2 of 20 points
Store platforms it works with3 store platforms2.6 / 4
Public APIno0 / 3
Webhooksno0 / 1
Apps it connects to8 integrations1.5 / 2
Why these numbers

Store platforms it works with: Counted from ecommerce_platforms. Homepage FAQ. Amazon support is via a separate 'Connect your Amazon Seller Account' cohort feature (amazon-ltv page).

Public API: Full page sitemap lists no developer, API or docs page; checked all product and pricing pages, none mention a public API.

Webhooks: Same basis as api: no developer documentation exists on the site.

Apps it connects to: Counted from integrations. Homepage FAQ answer to 'What integrations are supported?'.

Pricing8.9
+2.2 vs 6.7 avg22.3 of 25 points
Cheapest paid plan, monthly$793 / 4
Free planyes2 / 2
Free trialdoes not applyn/a
What the price grows withflat2 / 2
Setup fee on topno1 / 1
Why these numbers

Cheapest paid plan, monthly: Cheapest paid plan on the monthly term. No annual/yearly billing toggle found on the pricing page; the 'Select Your Yearly Revenue' control is a store-size selector, not a billing term, and does not change these two prices.

Free plan: Real, ongoing free tier with working analytics features, not just a free app shell.

What the price grows with: Core analytics tiers (Free/Ultimate/Ultimate AI) do not change price across any of the revenue bands on the selector, confirmed by repeating the fetch across bands.

Setup fee on top: Checked pricing page and homepage FAQ; no onboarding, implementation or setup fee mentioned.

Privacy and trust5.4
-2.1 vs 7.5 avg10.8 of 20 points
Does not train AI on your store dataunless you opt out1.3 / 2.5
SOC 2not published, half points1 / 2
GDPRyes1.5 / 1.5
Onboarding included in a planno0 / 1.5
Ways to reach support2 support channels1.7 / 2.5
Why these numbers

Does not train AI on your store data: Privacy policy describes an opt-in/opt-out consent flow specifically for sharing data with third-party tools including AI models.

GDPR: Privacy policy has a dedicated GDPR section.

Onboarding included in a plan: Highest tiers include priority chat support, not a named dedicated onboarding process or customer success manager.

Ways to reach support: Counted from support_channels. Free plan: email support. Ultimate/Ultimate AI: 24/7 chat and priority support. No phone, Slack or community forum mentioned.

yesnonot published average for e-commerce analytics tools
How the Spec Score works

Scored from what Lebesgue publishes on its own site. Not a hands-on test.

Compared with 4 e-commerce analytics tools. Facts checked 24 Sep 2026.

A fact the vendor does not publish gets half the points, or the typical value for a number, and says so. It never counts as a no. How we score.

Lebesgue is a marketing and store analytics dashboard for Shopify and WooCommerce merchants, sold under the name Lebesgue: AI CMO. What decides whether it suits you is whether flat pricing across store sizes matters more than a first-party attribution pixel, which Lebesgue prices and scales separately.

Lebesgue homepage screenshot
Lebesgue, Homepage

What is Lebesgue?

Lebesgue is built by a team based in Croatia and connects to Shopify and WooCommerce stores, alongside Amazon Seller accounts through a separate cohort feature. It has a listing on the Shopify App Store. The dashboard brings store performance, profit, advertising and inventory into one place, with an AI layer named Henri and named AI sub-agents such as Guardian for anomaly detection.

What Lebesgue measures

Lebesgue's core dashboard tracks store performance, profit and revenue in real time, with no limit on historical data or number of integrations. A cohort feature analyzes customer lifetime value by week, month or year, and a stock and inventory module estimates how long current inventory will last and forecasts future needs from sales speed. Market and ecommerce benchmarks compare a store's Meta Ads, Google Ads and other metrics against a peer group matched by industry and average order value.

Lebesgue does not track competitors' prices; its competitor tracking module covers competitors' ads, email campaigns and keywords instead. It does not offer custom dashboards, though goal tracking against chosen metrics is included. Guardian, an anomaly detection agent, flags outliers in store data.

Attribution sits in a separate module called Le Pixel, a first-party tracking script with a choice of Shapley value, Markov chain, first-click, linear or custom attribution models. Le Pixel requires a paid Ultimate or Ultimate AI plan and is priced and billed apart from the core analytics.

Integrations and setup

Lebesgue connects with Shopify, WooCommerce, Meta Ads, Google Ads, TikTok Ads, Klaviyo, Amazon and GA4. It has no public API and no webhooks. Support runs by email on the free plan and by 24/7 chat with priority handling on the paid tiers.

Lebesgue pricing: what each plan gives

Lebesgue pricing screenshot
Lebesgue, Pricing

The Free plan costs nothing and includes store performance and profit tracking, full order history with real-time updates, advertising analytics across major channels, automated Meta, Google and TikTok ad audits, revenue and profitability insights, and email support.

Ultimate costs $79 a month and adds customer LTV and retention analysis, competitor intelligence and benchmarking, limited Henri AI access at 10 business questions a month, AI-generated growth recommendations, product and inventory intelligence, and 24/7 chat with priority support. Ultimate AI costs $149 a month. Analytics pricing does not change with store size, and no annual billing rate is shown for either paid plan.

Le Pixel, the first-party attribution add-on, is priced separately from $99 a month for attribution and $149 a month for enrichment, rising with the store's selected revenue band, and requires an Ultimate or Ultimate AI subscription. There is a 14-day free trial of the paid tiers, no setup fee, and no minimum contract term.

Privacy and security

Before sharing data with third-party tools, including AI models, Lebesgue asks for consent and lets merchants opt in or out. Lebesgue processes personal data under GDPR, with a dedicated section on data protection rights in its privacy policy.

Who Lebesgue suits

Lebesgue suits a Shopify or WooCommerce merchant who wants profit, inventory and ad performance in one dashboard without the price rising as the store grows, and who values benchmarking against a peer group. It also suits a merchant on the free plan who only needs the core metrics, since that tier carries real analytics rather than a shell.

It suits less well a merchant who needs a public API to build custom integrations, since Lebesgue does not offer one, or a store that wants first-party attribution included in its analytics subscription, since Le Pixel is priced and scaled separately by revenue band.

Screenshots

Lebesgue features screenshot
Lebesgue, Features

How Lebesgue compares

Lebesgue scores 7.0 out of 10 among the e-commerce analytics tools we rate. These three do the same job and are the closest to it, compared on what each vendor publishes.

7.0Lebesgue
vs
8.2Triple Whale

Triple Whale

Lebesgue's cheapest paid plan is $79 a month flat, with a free plan on top; Triple Whale starts at $219, also flat, with a free plan too. Both attribute orders to channels, run their own pixel, track lifetime value by cohort and forecast demand. Triple Whale adds a public API and custom, build your own dashboards, which Lebesgue does not offer. Triple Whale also works with six store platforms and 27 integrations against Lebesgue's three and eight.

Pick Triple Whale if you want a public API and custom dashboards.
Pick Lebesgue if you want attribution and forecasting at $79 instead of $219.

Lebesgue vs Triple Whale →
7.0Lebesgue
vs
6.3Prediko

Prediko

Lebesgue is built for attribution and profit tracking, with its own pixel and lifetime value by cohort; Prediko is built for demand forecasting and stock planning, with no attribution or pixel of its own. Lebesgue's cheapest plan is $79 a month flat with a free plan; Prediko starts at $49 a month, scales with revenue, and comes with a 14 day free trial. Both plan stock and purchase orders and forecast demand, and both track profit after costs.

Pick Prediko if you need inventory planning without paying for attribution tools.
Pick Lebesgue if you need attribution, your own pixel and store benchmarks.

Lebesgue vs Prediko →
7.0Lebesgue
vs
6.3RetentionX

RetentionX

Lebesgue charges a flat $79 a month and keeps a free plan; RetentionX starts at $49 a month but scales with revenue, with a 30 day free trial instead of a free plan. Both attribute orders to channels, run their own pixel, track lifetime value by cohort and forecast demand. Lebesgue also tracks profit after costs, plans stock and purchase orders and benchmarks against other stores, none of which RetentionX has. RetentionX's plans include custom, build your own dashboards.

Pick RetentionX if you want custom dashboards and can live with revenue based pricing.
Pick Lebesgue if you want profit tracking, stock planning and benchmarks at a flat rate.

Lebesgue vs RetentionX →

Frequently Asked Questions

How much does Lebesgue cost?

There is a free plan with store performance and profit tracking, order history and advertising analytics. The paid tiers are Ultimate at $79 a month and Ultimate AI at $149 a month, both priced the same regardless of store size, with a 14-day free trial of the paid tiers.

Which store platforms does Lebesgue work with?

Lebesgue connects with Shopify and WooCommerce stores, and also supports Amazon Seller accounts through a separate cohort feature.

Does Lebesgue include first-party attribution?

Only through Le Pixel, a separately priced add-on available on the Ultimate and Ultimate AI plans. It offers a choice of Shapley value, Markov chain, first-click, linear or custom attribution models, priced from $99 a month and rising with the store's selected revenue band.

Does Lebesgue train on store data?

Before sharing any data with third-party tools, including AI models, Lebesgue asks for consent and lets merchants opt in or out.

Lebesgue is featured in

Alternatives to Lebesgue

Other AI E-Commerce options we've reviewed.

Klaviyo logo

Klaviyo

E-commerce marketing automation

Not scored yet
Free plan: noFree trial: noAPI: yesSOC 2: yesGDPR: yesWebhooks: yes
Price not publishedNo free plan
→
Shopify logo

Shopify

Merchants who want the whole store in one subscription: hosting, checkout, payments and an app marketplace, with full theme code access

8.5
Rank #1 of 5 AI store and page builders
Best:Privacy and trust10
Weakest:Pricing7
Free plan: noFree trial: yesAPI: yes
From $39No free plan
100% from published facts · checked 24 Sep
→
Wix logo

Wix

Small business owners building a site and store themselves, with a phone line for help

8.0
Rank #1 of 7 AI website builders
Best:Teams and platforms9.5
Weakest:Pricing7
Free plan: yesFree trial: noAPI: yes
From $17Free plan
85% from published facts · checked 19 Sep
→
Hypotenuse AI logo

Hypotenuse AI

E-commerce teams that want marketplace-ready product copy with review workflows, SOC 2 and no training on their data

6.3
Rank #1 of 3 AI product listing writers
Best:What it writes beyond descriptions10
Weakest:Pricing1.7
Shapes copy for a named marketplace: yesReview screen before it goes live: yes
Price not publishedNo free plan
79% from published facts · checked 24 Sep
→
Photoroom logo

Photoroom

Solopreneurs, small businesses, and growing brands needing AI-powered product photography

6.6
Rank #5 of 8 AI graphic design tools
Best:Pricing9
Weakest:What you can make5.2
Free plan: yesFree trial: yesAPI: yes
From $7.50Free plan
89% from published facts · checked 8 Oct
→
Affogato logo

Affogato

Brands that want Kling, Veo and Seedance in one place, with no AI training on their uploads by default

7.9
Rank #5 of 13 multi-model AI platforms
Best:For video9
Weakest:Pricing3.5
Does not train AI on your uploads: yesOffers Veo 3.1: yesOffers Nano Banana Pro: yes
From $24No free plan
85% from published facts · checked 19 Sep
→

User reviews

Review Lebesgue

Your rating

Reviews are moderated and appear once approved.