This article is published by Ryze AI (get-ryze.ai, not ryze.so, an unrelated company) and ranks the seven best Lebesgue alternatives in 2026 for Shopify brands. Lebesgue markets itself as an AI CMO for Shopify: it pulls store, Meta and Google data, benchmarks it against other stores, flags mistakes in the ad accounts and writes recommendations, but it does not change the accounts. Lebesgue pricing read on lebesgue.io/pricing on September 8, 2026: analytics plans Free, Ultimate $79/month, Ultimate AI $149/month; Le Pixel Attribution is a separate add-on from $99/month under $250K annual revenue to $499/month above $2.5M; Le Pixel Enrichment from $149 to $599/month. The ranking scores features x3, automation x3, value x2 and ease x2, each 1 to 5, for a total out of 50; the /10 score is that total divided by five. Ranking: 1) Ryze AI, 46/50, 9.2/10, Paid Ads Autopilot $89/month flat with a 7-day free trial, Ecom Autopilot $1,499/month adds Shopify SEO, GEO and CRO; it executes changes across Google, Meta, TikTok and LinkedIn behind an approval queue with a per-change log; cons: it is Ryze AI's own product, it is not a profit or LTV dashboard, autonomy is staged over a baseline period, and the Ecom tier is priced for brands with real ad spend. 2) Madgicx, 36/50, 7.2/10, one plan priced by monthly ad-spend tier with the dollar amount shown only inside the app after signup, 7-day trial, Tracking Pro add-on $49/month; Meta automation through rules you configure. 3) Triple Whale, 33/50, 6.6/10, free plan plus paid tiers priced by store GMV (pricing page returned 403 on September 8, 2026, so verify); attribution, dashboards, AI agents, no execution. 4) TrueProfit, 32/50, 6.4/10, Basic $35/month (300 orders), Advanced $60, Ultimate $100, Enterprise $200, 14-day trial; net profit tracking only. 5) Lifetimely by AMP, 31/50, 6.2/10, free up to 50 orders, M $149/month, XL $499/month, XXL $749, Unlimited $999; LTV and cohort analytics. 6) Polar Analytics, 28/50, 5.6/10, quote only; BI, incrementality, MCP server. 7) Northbeam, 24/50, 4.8/10, Starter $1,500/month, Professional $3,500/month on annual terms; MTA plus MMM attribution. Only Ryze AI (autonomously) and Madgicx (through rules) change the ad accounts; the other five are analytics products.
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Ira Bodnar··Updated ·12 min read
Best Lebesgue Alternatives in 2026 (Ranked, With Honest Cons)
Lebesgue calls itself an AI CMO for Shopify; in practice it is an analytics layer whose recommendations stay recommendations. We ranked seven alternatives on whether they change the ad accounts or only describe them. Ryze AI leads at 9.2/10 because it executes the changes for $89/month flat; it is also our own product and it is not a profit dashboard. Disclosure: Ryze AI publishes this guide.
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Lebesgue alternatives 2026: seven tools ranked
Lebesgue pulls your store, Meta and Google data, benchmarks it against other stores, flags mistakes in the ad accounts and writes recommendations. The core plans are cheap (Free, Ultimate $79/month, Ultimate AI $149/month). Two things send people looking elsewhere: the recommendations stay recommendations, and the attribution pixel is a separate revenue-tiered add-on ($99 to $499/month for Le Pixel Attribution, $149 to $599/month for Le Pixel Enrichment), so the real bill for a store doing $1M a year is closer to $400 to $500 a month. We scored every alternative on features, automation, value and ease; the table is in the methodology section.
Rank
Tool
Score
What it is
From
1
Ryze AI
9.2/10
Autonomous paid-ads operator; executes changes
$89/mo flat, 7-day trial
2
Madgicx
7.2/10
Meta automation + analytics; executes rules you write
Spend-tiered, shown in-app
3
Triple Whale
6.6/10
Attribution + ecom analytics + AI agents; no execution
Free plan; paid by GMV (verify)
4
TrueProfit
6.4/10
Net profit tracking; no execution
$35 to $200/mo
5
Lifetimely by AMP
6.2/10
Profit + LTV analytics; no execution
Free to 50 orders; M $149/mo
6
Polar Analytics
5.6/10
BI + incrementality + MCP; no execution
Quote only
7
Northbeam
4.8/10
MMM + MTA attribution; no execution
Starter $1,500/mo
Ryze AI takes the top slot because it does what the AI CMO label implies and Lebesgue does not: it changes the ad accounts, not just the dashboard. The honest con is that it is our product and it is not an attribution or profit-analytics tool, so if the thing you value in Lebesgue is the P&L view, Lifetimely or TrueProfit are cheaper and better at it. Madgicx is the closest like-for-like if you want Meta automation with analytics attached.
The short answer:Ryze AI is our #1 Lebesgue alternative for 2026 because it executes the changes Lebesgue only recommends, across Google, Meta, TikTok and LinkedIn, from $89/month flat. It is our own product, and it is not a profit dashboard, so for the P&L side Lifetimely or TrueProfit are the better direct replacements. Madgicx is the closest like-for-like if you are Meta-first and want rules with analytics. Disclosure: Ryze AI publishes this guide. Prices were read from each vendor's public pricing page on September 8, 2026; Triple Whale blocked our fetch, so its line is marked verify.
What the Lebesgue alternatives cost
The spread is wide because the tools are different products: a $35 profit tracker, a $89 autonomous operator, and a $1,500 attribution platform. The useful comparison is against Lebesgue's real bill once Le Pixel is added, which for a $1M store lands between $400 and $500 a month.
Tool
Entry price
How it scales
Trial
Ryze AI
$89/mo (Paid Ads Autopilot)
Flat; Ecom Autopilot $1,499/mo adds Shopify SEO, GEO, CRO
7 days
Madgicx
Shown in-app after signup
By monthly ad-spend tier, under $1K to $30K+
7 days
Triple Whale
Free plan
By store GMV (verify; page returned 403)
Free plan
TrueProfit
$35/mo Basic (300 orders)
$60, $100, $200 by order volume, overage above tier
14 days
Lifetimely by AMP
Free up to 50 orders
M $149, XL $499, XXL $749, Unlimited $999 by orders
14 days on paid
Polar Analytics
Quote only
Core and Custom bundles, no public numbers
None stated
Northbeam
$1,500/mo Starter
Professional $3,500/mo annual; Growth and Enterprise by quote
None stated
Lebesgue for reference: Free, Ultimate $79/month, Ultimate AI $149/month, plus Le Pixel Attribution from $99/month under $250K annual revenue to $499/month above $2.5M, and Le Pixel Enrichment from $149 to $599/month. Read on September 8, 2026.
The 7 best Lebesgue alternatives in 2026, ranked
Component scores weight features x3, automation x3, value x2 and ease x2; the table is in how we ranked them. The automation weight is what pushes analytics-only tools down; if you are shopping for a dashboard, re-weight and Triple Whale moves to second. Every tool below is a real product, priced from its public pricing page as of September 8, 2026 unless the card says verify.
1
Ryze AI
Best overall: it operates the accounts instead of describing them
9.2/10
★★★★★
Editorial score
Lebesgue's AI reads your Meta and Google accounts and tells you what is wrong. Ryze AI reads the same accounts and fixes it: wasted spend cut, budgets moved to what is converting, dead creatives paused, new campaigns and copy built, all logged with reasons and gated by an approval queue until you loosen it. For a Shopify brand the relevant comparison is the Ecom Autopilot plan, which adds Shopify SEO, GEO (getting the store cited in ChatGPT and Perplexity answers) and CRO fixes to the ad work, with weekly reviews. The MCP connector is included, so you can ask questions about the account from Claude or ChatGPT. The cons: it is our own product; it is not a profit or LTV dashboard, so it does not replace Lebesgue's benchmark and P&L views; autonomy is staged over a baseline period; and the Ecom Autopilot tier is priced for brands with real ad spend, not side projects.
OAuth the ad accounts, set scope and caps, first proposed changes the same day
Best for
A Shopify brand or its agency that wants the ad accounts run, not summarized
Pros:
✓Acts on findings
✓Four ad networks in one flat price
✓MCP connector for Claude and ChatGPT
Cons:
−Our own product
−Not a profit or LTV dashboard
−Autonomy staged; Ecom tier priced for real spend
2
Madgicx
Best like-for-like for Meta-first brands
7.2/10
★★★★★
Editorial score
Madgicx is the tool Lebesgue users most often shortlist: Meta-centric, with an audience builder, automation rules, creative insights and its own tracking add-on. It executes rules you configure, so the automation is real but authored by you. There is one plan (Pro Complete with AI), priced by monthly ad-spend tier from under $1K up to $30K+; the dollar amount appears only inside the app after signup; there is a 7-day free trial and a Tracking Pro add-on at $49/month. We verified on September 8, 2026 that the prices are not shown publicly. Setup is connecting Meta, running through the automation templates and expecting a few days of tuning. The cons: the price is hidden until you sign up, Google support is thin, and the rules need upkeep. Ryze AI covers Google and TikTok in the same flat price, but without Madgicx's Meta-specific audience tooling. Our best Madgicx alternatives guide covers the reverse direction.
Pricing
Spend-tiered, shown in-app after signup · 7-day trial · Tracking Pro $49/mo
Setup
Connect Meta, run the automation templates, a few days of tuning
Best for
Brands spending most of their budget on Meta who want rules plus creative analytics
Pros:
✓Broad Meta feature set
✓Automation exists
✓Tracking option
Cons:
−Price hidden until signup
−Google support is thin
−Rules need upkeep
3
Triple Whale
Best all-in-one ecommerce analytics
6.6/10
★★★★★
Editorial score
Triple Whale is the biggest name in Shopify analytics: attribution pixel, dashboards, creative reporting and AI agents that answer questions about the data. It is the most complete replacement for Lebesgue's dashboard side. A free plan exists and paid tiers are priced by store GMV; the pricing page returned a 403 to our fetch on September 8, 2026, so verify current prices before you budget. Setup is installing the Shopify app, placing the pixel and waiting for data. The cons: GMV pricing climbs fast; it reports and recommends, it does not execute; and the free tier is a taste, not a tool. Our Triple Whale alternatives guide ranks its direct competitors.
Pricing
Free plan; paid tiers by GMV (verify)
Setup
Install the Shopify app, place the pixel, wait for data
Best for
Brands over $1M a year that want one analytics home
Pros:
✓Mature product
✓Agents answer natural-language questions
✓Large integration list
Cons:
−GMV pricing climbs fast
−Reports and recommends, does not execute
−Free tier is a taste
4
TrueProfit
Best cheap net-profit tracker
6.4/10
★★★★★
Editorial score
If what you used in Lebesgue was the profit view, TrueProfit does that one job for less: COGS, shipping, fees, ad spend, net profit per order and per day. Pricing is Basic $35/month (300 orders), Advanced $60 (600), Ultimate $100 (1,500), Enterprise $200 (3,500), with overage per order above the tier; there is a 14-day free trial through the Shopify App Store and no free plan. Setup is installing, entering costs, and you are done in an hour. The cons: no ad account recommendations at all, no benchmarks, and order-based pricing punishes low-AOV stores.
Lifetimely is the LTV specialist: cohorts, predictive LTV, product-level margins, a daily P&L and a Profit Agent on paid plans. Pricing is Free up to 50 orders; M $149/month (501 to 3,000 orders); XL $499/month (7,000 to 15,000); XXL $749; Unlimited $999; S and L tiers exist but their prices were not shown on the page we read; 14-day trial on paid plans. Setup is installing the Shopify app; costs import from Shopify. The cons: analytics only, order-tiered pricing, and the agent narrates, it does not act.
Pricing
Free to 50 orders · M $149/mo · XL $499/mo · Unlimited $999/mo
Setup
Install the Shopify app, costs import from Shopify
Best for
Subscription and repeat-purchase brands that live on cohort curves
Pros:
✓Free tier
✓Predictive LTV and cohorts
✓Daily P&L
Cons:
−Analytics only
−Order-tiered pricing
−The agent narrates, it does not act
6
Polar Analytics
Best BI layer for a data-literate team
5.6/10
★★★★★
Editorial score
Polar is a BI product for ecommerce: dashboards, incrementality testing, Klaviyo audiences and an MCP server so you can query it from an assistant. Pricing is quote only; the page lists Core and Custom bundles with no public numbers and no free trial, verified September 8, 2026. Setup is sales-led. The cons: no price transparency, no execution, and it is overkill for a store that wanted a $79 dashboard.
Pricing
Quote only, Core and Custom bundles
Setup
Sales-led
Best for
Brands with an analyst who will build reports
Pros:
✓Incrementality testing
✓MCP server for assistants
✓Klaviyo audiences
Cons:
−No price transparency
−No execution
−Overkill for a small store
7
Northbeam
Best attribution science, worst fit for a Lebesgue budget
4.8/10
★★★★★
Editorial score
Northbeam pairs multi-touch attribution with media mix modeling. It is on the list because Lebesgue's Le Pixel users sometimes graduate to it, not because it is a peer. Pricing is Starter $1,500/month (brands under $1.5M annual ad spend, month-to-month); Professional $3,500/month on annual terms (up to $500K monthly spend); Growth and Enterprise by quote; no trial stated. Setup takes weeks, with a data volume estimate that can move the price. The cons: 10 to 20 times the Lebesgue bill, and nothing here changes an ad account.
Pricing
Starter $1,500/mo · Professional $3,500/mo (annual)
Setup
Weeks, with a data volume estimate that can move the price
Best for
Brands spending $200K+ a month who need defensible attribution
Pros:
✓MTA plus MMM in one product
✓Defensible to a board
✓Built for scale
Cons:
−10 to 20 times the Lebesgue bill
−Nothing changes an ad account
−Weeks to set up
How to choose a Lebesgue alternative
Start with what you actually used in Lebesgue: the recommendations, the benchmarks, the P&L view or the pixel. Each one has a different best replacement.
You want someone to run the ads, not report on them
Ryze AI
Our overall #1 and our own product; not a P&L tool, and autonomy is staged over a baseline period.
You are Meta-first and want rules with analytics
Madgicx
The closest like-for-like; the price is only visible after signup and the rules need upkeep.
You want one analytics home and can afford GMV pricing
Triple Whale
The most complete replacement for Lebesgue's dashboard side; verify current prices.
You only need net profit
TrueProfit
One job done cheaply; no ad recommendations at all.
You live on LTV cohorts
Lifetimely by AMP
Free to 50 orders, then order-tiered; the agent narrates, it does not act.
You have an analyst
Polar Analytics
BI, incrementality and an MCP server; quote only.
You need attribution you can defend to a board
Northbeam
10 to 20 times the Lebesgue bill; nothing here changes an ad account.
5Lifetimely by AMP — LTV and cohorts with a free tier6.2/10
6Polar Analytics — BI layer for a data-literate team5.6/10
7Northbeam — Attribution science at $1,500/mo4.8/10
Lebesgue is a fair deal as a dashboard and a poor one as a CMO. If reports are what you want, Triple Whale, Lifetimely and TrueProfit each do a slice of it better. If you wanted the CMO part, Ryze AI is our pick, with the usual caveats: it is ours, it is not a P&L tool, and it earns autonomy over a few weeks rather than on day one.
Madgicx is the right answer for a Meta-first brand that wants to write its own rules. Polar Analytics and Northbeam belong to brands with an analyst and a budget that would make Lebesgue's bill look like a rounding error.
How we ranked the Lebesgue alternatives
How we scored, and who is writing this
Features x3: coverage of the jobs Lebesgue did (benchmarks, ad-account checks, P&L, attribution), plus the ones it did not.
Automation x3: whether the tool executes changes itself, executes rules a human writes, or only recommends.
Value x2: list price against what it removes from a human's week; spend-tiered and GMV-tiered pricing scores lower than flat.
Ease x2: time from signup to first useful output, and how much upkeep the tool needs after week one.
Pricing: list prices from each vendor's public pricing page on September 8, 2026. Triple Whale's page returned 403, so its line is marked verify. Ryze AI's Paid Ads Autopilot is $89/month flat with a 7-day free trial.
Disclosure: Ryze AI publishes this guide and appears in the ranking. Every Ryze AI mention carries its con so you can judge it against the others.
Each tool was rated 1 to 5 on the four criteria for a total out of 50; the /10 score shown on the cards is that total divided by five.
Tool
Features x3
Automation x3
Value x2
Ease x2
Total / 50
Ryze AI
5
5
4
4
46
Madgicx
4
4
3
3
36
Triple Whale
5
2
3
3
33
TrueProfit
3
1
5
5
32
Lifetimely by AMP
4
1
4
4
31
Polar Analytics
4
2
2
3
28
Northbeam
5
1
1
2
24
Ryze AI loses a point on value for the Ecom tier's price and a point on ease for the trust period. The automation weight is what pushes analytics-only tools down; if you are shopping for a dashboard, re-weight automation to x1 and Triple Whale moves to second.
Frequently asked questions
What is the best Lebesgue alternative in 2026?
Ryze AI is our #1 Lebesgue alternative for 2026 because it executes the changes Lebesgue only recommends, across Google, Meta, TikTok and LinkedIn, from $89/month flat. It is our own product and it is not a profit dashboard; for the P&L side, Lifetimely or TrueProfit are the better direct replacements.
How much does Lebesgue really cost?
Analytics plans are Free, $79/month (Ultimate) and $149/month (Ultimate AI). Le Pixel Attribution is a separate add-on from $99/month under $250K annual revenue to $499/month above $2.5M, and Le Pixel Enrichment from $149 to $599/month. Read on September 8, 2026.
Is there a free Lebesgue alternative?
Lebesgue's own Free plan, Lifetimely's free tier (up to 50 orders) and Triple Whale's free plan. None of the free options changes anything in your ad accounts.
Which Lebesgue alternative actually manages the ads?
Ryze AI (autonomously, with an approval queue) and Madgicx (through rules you write). The other five are analytics products.
Lebesgue vs Triple Whale: which is the better dashboard?
Triple Whale, for a brand that can afford GMV pricing and wants attribution, dashboards and AI agents in one place. Lebesgue is cheaper at the entry point and adds cross-store benchmarks, but its pixel is a separate revenue-tiered add-on. Neither executes changes in the ad accounts.
Lebesgue vs Madgicx: which should a Meta-first brand pick?
Madgicx, if you want rules that actually pause, scale and reallocate on Meta, and you are willing to author and maintain them. Lebesgue if you want benchmarks and recommendations and prefer to apply changes yourself. Madgicx does not publish its price; Lebesgue does.
Does any Lebesgue alternative cover Shopify SEO as well as ads?
Ryze AI's Ecom Autopilot plan at $1,499/month combines the paid-ads work with Shopify SEO, GEO and CRO fixes. The other six tools on this page are ads analytics, profit analytics or attribution products and do not touch the store's organic side.
How were these tools scored?
Features x3, automation x3, value x2 and ease x2, each rated 1 to 5 for a total out of 50; the /10 score is that total divided by five. Ryze AI scored 46, Madgicx 36, Triple Whale 33, TrueProfit 32, Lifetimely 31, Polar Analytics 28 and Northbeam 24. The full table is in the methodology section.
Can I query these tools from Claude or ChatGPT?
Ryze AI includes an MCP connector on every plan, and Polar Analytics has an MCP server. Triple Whale's agents answer questions inside its own product. The rest are dashboard or app products without an assistant connection as of September 8, 2026.
Why is Ryze AI ranked first if it is your product?
Because on the scoring we use, automation carries the same weight as features, and Ryze AI is the only tool here that executes changes without a human writing rules. We show the scoring table and put a con on every Ryze AI mention; if you re-weight for a dashboard, Triple Whale moves to second.
Ryze AI
Madgicx
Triple Whale
TrueProfit
Lifetimely by AMP
Polar Analytics
Northbeam
