# Lebesgue

2026-11-11에 검증된 OpenAITools.app 텔레메트리에 따르면, Lebesgue(lebesgue.io)은(는) AI 마케팅에 색인된 AI 플랫폼으로 월 2.37만회 방문을 기록 중이며, 전월 대비 트래픽 변화량은 -7.62천(-24.3%)입니다. 주요 지리적 시장은 미국(트래픽 점유율 16.7%)이며, 무료+유료, 무료 체험 가격 모델로 운영됩니다. 월간 트래픽 기준 주요 경쟁 대안으로는 Triple Whale (월 159.45만회 방문), BooleanMaths (월 3.07만회 방문), Polar Analytics (월 4.42만회 방문) 등이 있습니다.

Lebesgue is an AI CMO and analytics platform for e-commerce brands, blending a full marketing data dashboard with an AI assistant called Henri that answers plain-language questions about store performance. It unifies advertising analytics, lifetime-value modeling, product and inventory intelligence, competitor tracking and first-party attribution (Le Pixel) so Shopify stores can see what is actually driving profit and where to shift budget.

## 주요 텔레메트리 및 사양

| 지표 | 값 |
| :--- | :--- |
| 도구 이름 | Lebesgue |
| 핸들 | lebesgue |
| Status | active |
| Origin | independent |
| Maintenance | active |
| 공식 도메인 | lebesgue.io |
| 웹사이트 URL | https://lebesgue.io |
| 카테고리 | AI 마케팅, AI 광고, 데이터 분석용 AI |
| 가격 모델 | 무료+유료, 무료 체험 |
| 월간 방문 수 | 23,737 |
| 전월 대비 트래픽 변화 | -7,619 |
| 전월 대비 성장률 | -24.3% |
| 주요 시장 | 미국 |
| 시장 점유율 | 16.7% |
| 직접 방문 | 9,660 |
| 자연 검색 방문 | — |
| 소셜 방문 | — |
| 추천 방문 | 2,411 |
| 이메일 방문 | 660 |
| 리뷰 점수 | 4.3 |
| 저장 수 | 9 |
| 지원 플랫폼 | 웹사이트 |
| 결제 플랫폼 |  |
| 속성 | 기능: 웹사이트; 가격: 무료+유료; 가격: 무료 체험 |
| 태그 | AI CMO, 마케팅 분석, 경쟁사 분석, LTV 분석, 이커머스 마케팅, ROI 최적화, 마케팅 자동화, 광고, Shopify, 데이터 인사이트 |

## 개요

Lebesgue is an AI CMO and analytics platform for e-commerce brands, blending a full marketing data dashboard with an AI assistant called Henri that answers plain-language questions about store performance. It unifies advertising analytics, lifetime-value modeling, product and inventory intelligence, competitor tracking and first-party attribution (Le Pixel) so Shopify stores can see what is actually driving profit and where to shift budget.

## 가격 및 요금제

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.

## 주요 기능 및 역량

- **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.

## 주요 활용 사례

- **Diagnose why ad performance changed (E-commerce / DTC marketer):** Consolidate Shopify orders, ad spend and email data, then let Henri explain what drove profit and where to reallocate budget for better ROAS.
- **Find and grow high-value customers (Growth manager):** Use cohort, retention and predicted LTV models to identify the most valuable customer segments and target acquisition and retention spend more precisely.
- **Monitor competitors and benchmark (Brand strategist):** Track competitors' ads, launches and promo activity, then compare your own results against industry benchmarks to spot gaps and opportunities.
- **Automate routine account audits (Agency / performance team):** Automate budget balancing, anomaly detection and daily account auditing so campaigns stay healthy without endless manual report checking.

## 강점

- 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
- Free tier and free trial make it easy to evaluate before paying

## 한계

- 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
- Marketing Mix Modeling and advanced AI features sit in higher-priced tiers

## 자주 묻는 질문

### What is Lebesgue?
Lebesgue is an AI-powered marketing analytics platform and 'AI CMO' built for e-commerce and Shopify stores. It combines store, ad, LTV and competitor data with an AI assistant named Henri that explains performance and recommends next steps.

### Does Lebesgue have a free plan?
Yes. There is a genuine Free plan with store performance tracking, advertising analytics and automated Meta, Google and TikTok ad audits. Paid tiers start with Ultimate at $79/month and Ultimate AI at $149/month, and first-party attribution via Le Pixel is priced separately from $749/month. You can start on a free trial before paying.

### What is Henri AI?
Henri is Lebesgue's built-in AI assistant. It is an LLM layered on top of Lebesgue's proprietary analytics engine, so when you ask questions such as why ROAS dropped or which customers are most valuable, it draws on your attribution, LTV, creative and competitor data to give a concrete explanation and a recommended action.

### Which platforms does Lebesgue connect to?
The core analytics run on Shopify, Meta, Google, TikTok, Pinterest and Microsoft ad data, email platforms like Klaviyo, and product/order data from your store. Le Pixel adds first-party server-side tracking for more accurate attribution.

### Can I try Lebesgue for free?
Yes. Lebesgue is free to install and the Free plan stays free, so you can explore the dashboards and analytics at no cost. AI-heavy features such as unlimited Henri questions and AI visibility tracking require a paid plan.

### Lebesgue의 월간 트래픽과 성장 추세는 어떠한가요?
Lebesgue은(는) 현재 월 2.37만회 방문을 기록 중이며, 전월 대비 트래픽 변화량은 -7.62천(성장률 -24.3%)입니다. 주요 유입 시장은 미국(점유율 16.7%)이며, 여기에는 월 직접 방문 9.66천회와 월 자연 검색 방문 —회가 포함됩니다.

### Lebesgue은(는) 무료인가요? 가격 모델은 무엇인가요?
Lebesgue은(는) 무료+유료, 무료 체험 가격 모델로 운영됩니다. 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. 지원되는 결제 및 체크아웃 플랫폼에는 등록되지 않음 등이 있습니다.

### 2026년 최고의 Lebesgue 대안은 무엇인가요?
OpenAITools.app의 카테고리 트래픽과 기능 적합도를 기준으로 할 때 Lebesgue의 상위 5개 대안은 다음과 같습니다: 1. Triple Whale (월 159.45만회 방문); 2. BooleanMaths (월 3.07만회 방문); 3. Polar Analytics (월 4.42만회 방문); 4. MyDataNinja (월 1.66천회 방문); 5. Growify (월 8.51천회 방문).

### Lebesgue은(는) 어떤 플랫폼과 핵심 AI 역량을 지원하나요?
Lebesgue은(는) AI 마케팅, AI 광고, 데이터 분석용 AI으로 분류되며 다음 플랫폼을 지원합니다: 웹사이트. 핵심 역량 태그에는 AI CMO, 마케팅 분석, 경쟁사 분석, LTV 분석, 이커머스 마케팅, ROI 최적화 등이 있습니다.

## 대안

| 도구 이름 | 월간 방문 수 | 가격 모델 | 비교 |
| :--- | :--- | :--- | :--- |
| [Triple Whale](https://openaitools.app/ko/tool/triple-whale) | 1,594,461 | 무료+유료, 유료 | [비교](https://openaitools.app/ko/compare/lebesgue-vs-triple-whale) |
| [BooleanMaths](https://openaitools.app/ko/tool/booleanmaths-pulse) | 30,692 | 무료 체험, 가격 문의 | [비교](https://openaitools.app/ko/compare/booleanmaths-pulse-vs-lebesgue) |
| [Polar Analytics](https://openaitools.app/ko/tool/polaranalytics-com) | 44,209 | 무료 체험, 유료 | [비교](https://openaitools.app/ko/compare/lebesgue-vs-polaranalytics-com) |
| [MyDataNinja](https://openaitools.app/ko/tool/mydataninja) | 1,662 | 무료+유료, 무료 체험, 유료 | [비교](https://openaitools.app/ko/compare/lebesgue-vs-mydataninja) |
| [Growify](https://openaitools.app/ko/tool/growify) | 8,513 | Paid (quote-based); Contact for Pricing | [비교](https://openaitools.app/ko/compare/growify-vs-lebesgue) |
| [By the Numbers](https://openaitools.app/ko/tool/bythenumbersapp-com) | 11,605 | 무료 체험, 유료 | [비교](https://openaitools.app/ko/compare/bythenumbersapp-com-vs-lebesgue) |
| [WinningHunter](https://openaitools.app/ko/tool/winninghunter-com) | 256,635 | 무료+유료, 무료 체험 | [비교](https://openaitools.app/ko/compare/lebesgue-vs-winninghunter-com) |
| [HypeAuditor](https://openaitools.app/ko/tool/hypeauditor-com) | 917,615 | 가격 문의 | [비교](https://openaitools.app/ko/compare/hypeauditor-com-vs-lebesgue) |
| [Third i](https://openaitools.app/ko/tool/thirdi) | 4,361 | 무료 체험, 가격 문의 | [비교](https://openaitools.app/ko/compare/lebesgue-vs-thirdi) |
| [Soku AI](https://openaitools.app/ko/tool/soku-ai) | 69,478 | 무료 | [비교](https://openaitools.app/ko/compare/lebesgue-vs-soku-ai) |
| [Conduit.app](https://openaitools.app/ko/tool/conduit-app) | 3,702 | 무료 체험 | [비교](https://openaitools.app/ko/compare/conduit-app-vs-lebesgue) |
| [Incremental](https://openaitools.app/ko/tool/incremental-ai-tradeswell-ai) | 6,880 | 가격 문의 | [비교](https://openaitools.app/ko/compare/incremental-ai-tradeswell-ai-vs-lebesgue) |

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출처: https://openaitools.app/ko/tool/lebesgue