# BooleanMaths vs Lebesgue

BooleanMaths records 30,692 monthly visits with -9.5% month-over-month growth and Free Trial, Contact for Pricing pricing. Lebesgue records 23,737 monthly visits with -24.3% growth and Freemium, Free Trial pricing.

| Metric | [BooleanMaths](https://openaitools.app/tool/booleanmaths-pulse) | [Lebesgue](https://openaitools.app/tool/lebesgue) |
| :--- | :--- | :--- |
| Website URL | https://booleanmaths.com | https://lebesgue.io |
| Categories | AI Marketing, AI For Data Analytics, AI Advertising | AI Marketing, AI Advertising, AI For Data Analytics |
| Pricing Model | Free Trial, Contact for Pricing | Freemium, Free Trial |
| Monthly Visits | 30,692 | 23,737 |
| MoM Growth Rate | -9.5% | -24.3% |
| Primary Market | Global | United States |
| Direct Visits | 24,592 | 9,660 |
| Review Score | 4.1 | 4.3 |
| Saved Count | 0 | 9 |
| Supported Platforms | Website | Website |

## BooleanMaths

BooleanMaths positions itself as an "AI marketing engine" whose value is trustworthy data first. Rather than another dashboard that reads whatever the pixel captured, it emphasises server-side event collection: enriched purchase events are sent directly to Meta and Google Ads conversion APIs so ad platforms receive cleaner signals and attribution is less dependent on browser cookies.

The platform layers several analytics products on top of that data layer. Multi-channel attribution untangles overlapping journeys across Meta, Google, and email. User journey enrichment recovers sessions lost to third-party checkouts, cash-on-delivery orders, return-to-origin shipments, and cross-browser paths. A live P&L brings contribution margin, COGS, shipping, and ad spend into one view, and post-purchase surveys capture stated customer intent to validate the modelled attribution.

More recently BooleanMaths has leaned into agentic workflows. Its MCP Labs exposes the marketing data layer through a Model Context Protocol server, so teams can run prompts in Claude, ChatGPT, or Gemini to decompose ROAS, diagnose creatives, or plan seasonal demand. A newer BooleanVision feature tracks creative assets, extracts hooks and messaging, and recommends combinations. Pricing is quoted after a demo, and the company publishes benchmark case studies across dozens of D2C brands.

**Pricing & Plans:** Pricing is not published transparently on the main site; plans are quoted after a demo or sales conversation, with a free trial and promotional offers such as a discount on the first three months. A free walkthrough/demo is the usual entry point.

- **Server-side CAPI tracking:** Sends enriched purchase events to Meta and Google Ads conversion APIs to improve match quality and reduce dependence on browser-side pixels.
- **Multi-channel attribution:** Resolves overlapping journeys across Meta, Google, email, and other channels with multi-touch modelling for first-touch and channel comparisons.
- **Live P&L tracking:** Puts contribution margin, COGS, shipping, RTO, and ad spend in one live view so scaling decisions are made on profit, not just ROAS.
- **Journey enrichment and surveys:** Recovers orders lost to third-party checkouts, COD, RTO, and cross-browser journeys, and adds post-purchase surveys to capture customer intent.
- **MCP Labs for AI agents:** Exposes the data layer via an MCP server so teams can run prebuilt or custom prompts in Claude, ChatGPT, or Gemini for ROAS decomposition and creative diagnostics.

**Strengths:** Server-side CAPI and journey enrichment directly target common D2C attribution blind spots; Combines attribution, P&L, creative intelligence, and surveys in one data layer; MCP integration lets existing AI assistants query first-party marketing data; Publishes benchmark case studies with concrete ROAS and visibility deltas

**Limitations:** No transparent public pricing; you must book a demo to get numbers; Attribution quality still depends on correct event implementation and product-level data hygiene; Heavier setup than a simple pixel installer for stores with complex checkout flows

[Profile (Markdown)](https://openaitools.app/tool/booleanmaths-pulse.md)

## Lebesgue

Lebesgue is positioned as an "AI CMO" for growing e-commerce businesses. Rather than asking marketers to assemble reports from several tools, it pulls order history, advertising costs across Meta, Google, TikTok and other channels, email engagement and product-level performance into a single analytics engine. On top of that engine sits Henri, an AI assistant that answers business questions in plain language — for example why Meta ROAS dropped last week or which products have the highest growth potential — and turns the answer into an action plan instead of another dashboard.

The platform's depth comes from predictive analytics. Lebesgue models customer lifetime value, cohort retention and churn, forecasts revenue and payback periods, and detects anomalies in your data. Separate AI agents cover budget balancing, outlier detection, competitor ad monitoring, creative feedback, inventory risk and daily account auditing. Competitor intelligence lets brands watch rivals' ads and publishing activity, while industry benchmarks compare performance to a large pool of other stores.

For measurement accuracy, Lebesgue offers Le Pixel, a first-party attribution pixel with server-side tracking, cross-device matching and a range of attribution models including game-theory approaches. Pricing is transparent and size-independent: a free tier covers core tracking and ad audits, Ultimate adds LTV, competitor and AI features for $79/month, Ultimate AI adds AI visibility and content generation, and Le Pixel attribution is a premium add-on. The company reports thousands of e-commerce brands using the product and holds strong ratings on review platforms.

**Pricing & Plans:** Freemium with a fixed analytics price. A Free plan ($0) covers store performance, profit tracking, advertising analytics and automated ad audits. Ultimate is $79/month and adds LTV, competitor intelligence, benchmarking and limited Henri AI (10 questions/month). Ultimate AI is $149/month with unlimited Henri AI, AI visibility tracking, ad copy and image generation. Le Pixel first-party attribution starts at $749/month, and enrichment at $149/month on top of a qualifying analytics plan. A free trial is available and analytics pricing does not scale with store size.

- **Henri AI marketing assistant:** Ask why ROAS moved, what drives profit, or which customers to invest in, and get an immediate plain-language explanation drawn from your store, ad, LTV and competitor data.
- **All-in-one commerce dashboard:** Unify Shopify orders, ad spend across Meta, Google and TikTok, and email data into one dashboard with automated ad audits and profit tracking.
- **LTV and cohort intelligence:** Model current and predicted customer lifetime value with cohort, retention and churn analysis so you know which audiences are worth acquiring.
- **Competitor tracking and benchmarks:** Monitor competitors' ads, creative trends and spend patterns, and benchmark your performance against a large e-commerce dataset.
- **Le Pixel first-party attribution:** Le Pixel provides first-party, server-side tracking with advanced attribution models so you can accurately credit channels, campaigns and ads.

**Strengths:** Turns scattered ad, store and email data into a single dashboard with AI-generated explanations and next steps; Transparent, fixed analytics pricing that does not grow with your store size; Strong depth in LTV, cohort, retention and payback modeling; Competitor ad tracking plus benchmarks against a large e-commerce dataset in one platform

**Limitations:** AI answers are richer on paid tiers — Henri AI is capped at 10 questions/month on the $79 plan; Full first-party attribution requires the separate Le Pixel product, which is significantly more expensive; Competitor tracking is limited to 3-7 competitors depending on plan; Best fit is e-commerce/Shopify brands; not designed for non-commerce businesses

[Profile (Markdown)](https://openaitools.app/tool/lebesgue.md)

## Frequently Asked Questions

### How do BooleanMaths and Lebesgue compare in monthly traffic?

BooleanMaths has 30,692 monthly visits, while Lebesgue has 23,737. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

BooleanMaths has a month-over-month growth rate of -9.5%; Lebesgue has -24.3%.

### How does pricing compare?

BooleanMaths: Free Trial, Contact for Pricing. Pricing is not published transparently on the main site; plans are quoted after a demo or sales conversation, with a free trial and promotional offers such as a discount on the first three months. A free walkthrough/demo is the usual entry point. Lebesgue: Freemium, Free Trial. Freemium with a fixed analytics price. A Free plan ($0) covers store performance, profit tracking, advertising analytics and automated ad audits. Ultimate is $79/month and adds LTV, competitor intelligence, benchmarking and limited Henri AI (10 questions/month). Ultimate AI is $149/month with unlimited Henri AI, AI visibility tracking, ad copy and image generation. Le Pixel first-party attribution starts at $749/month, and enrichment at $149/month on top of a qualifying analytics plan. A free trial is available and analytics pricing does not scale with store size.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Triple Whale](https://openaitools.app/tool/triple-whale) | 1,594,461 | +1.1% | Freemium, Paid | Know what's actually working in your ecommerce business — and act on it instantly. | [.md](https://openaitools.app/tool/triple-whale.md) |
| 2 | [HypeAuditor](https://openaitools.app/tool/hypeauditor-com) | 917,615 | +0.5% | Contact for Pricing | AI influencer marketing platform to find, vet, and run creator campaigns | [.md](https://openaitools.app/tool/hypeauditor-com.md) |
| 3 | [Peec AI](https://openaitools.app/tool/peec-ai) | 262,088 | +0.8% | Free Trial, Paid, Contact for Pricing | AI search visibility analytics for marketing teams | [.md](https://openaitools.app/tool/peec-ai.md) |
| 4 | [WinningHunter](https://openaitools.app/tool/winninghunter-com) | 256,635 | -15.7% | Freemium, Free Trial | Ad spy and store-tracking platform for ecommerce teams that want proof before they launch | [.md](https://openaitools.app/tool/winninghunter-com.md) |
| 5 | [Scale Insights™](https://openaitools.app/tool/scaleinsights-com) | 84,404 | -33.4% | Free Trial, Paid | Automate Amazon PPC with rules you fully control | [.md](https://openaitools.app/tool/scaleinsights-com.md) |
| 6 | [Soku AI](https://openaitools.app/tool/soku-ai) | 69,478 | -11.2% | Free | An AI marketing agent that researches, executes, and reports across your growth channels | [.md](https://openaitools.app/tool/soku-ai.md) |
| 7 | [Polar Analytics](https://openaitools.app/tool/polaranalytics-com) | 44,209 | -23.6% | Free Trial, Paid | The AI data platform that gives ecommerce teams and their agents one trusted source of truth | [.md](https://openaitools.app/tool/polaranalytics-com.md) |
| 8 | [WorkMagic](https://openaitools.app/tool/workmagic-io) | 14,786 | -40.2% | Contact for Pricing | Triangulated measurement: incrementality, MMM and causal attribution | [.md](https://openaitools.app/tool/workmagic-io.md) |
| 9 | [By the Numbers](https://openaitools.app/tool/bythenumbersapp-com) | 11,605 | -43.6% | Free Trial, Paid | Shopify analytics that explain why your numbers moved | [.md](https://openaitools.app/tool/bythenumbersapp-com.md) |
| 10 | [Growify](https://openaitools.app/tool/growify) | 8,513 | +11.5% | Paid (quote-based); Contact for Pricing | AI attribution that shows which marketing channels actually earn their budget | [.md](https://openaitools.app/tool/growify.md) |

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Source: https://openaitools.app/compare/booleanmaths-pulse-vs-lebesgue

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