# Lebesgue

OpenAITools.app のテレメトリ（2026-11-11 検証）によると、Lebesgue（lebesgue.io）は AIマーケティングに分類される AI プラットフォームで、月間 2.37万の訪問を生み出し、前月比のトラフィック増減は -7619（-24.3%）です。主要な地域市場はアメリカ合衆国（トラフィックシェア 16.7%）で、フリーミアム、無料トライアルの料金モデルで運営されています。月間ボリューム別の主な競合代替ツールには Triple Whale（月間 159.45万訪問）、BooleanMaths（月間 3.07万訪問）、Polar Analytics（月間 4.42万訪問）が含まれます。

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.

## 主なテレメトリと仕様

| 指標 | 値 |
| :--- | :--- |
| ツール名 | Lebesgue |
| ハンドル | lebesgue |
| Status | active |
| Origin | independent |
| Maintenance | active |
| 公式ドメイン | lebesgue.io |
| ウェブサイト URL | https://lebesgue.io |
| カテゴリ | AIマーケティング, AI 広告配信, データ分析のためのAI |
| 料金モデル | フリーミアム、無料トライアル |
| 月間訪問数 | 23,737 |
| 前月比トラフィック変動 | -7,619 |
| 前月比成長率 | -24.3% |
| 主要市場 | アメリカ合衆国 |
| 市場シェア | 16.7% |
| ダイレクト訪問 | 9,660 |
| オーガニック検索訪問 | — |
| ソーシャル訪問 | — |
| リファラル訪問 | 2,411 |
| メール訪問 | 660 |
| レビュースコア | 4.3 |
| 保存数 | 9 |
| 対応プラットフォーム | ウェブサイト |
| 請求プラットフォーム |  |
| 属性 | 機能: ウェブサイト; 料金: フリーミアム; 料金: 無料トライアル |
| タグ | AI CMO, マーケティング分析, 競合分析, LTV分析, Eコマースマーケティング, ROI最適化, マーケティング自動化, 広告, Shopify, データインサイト |

## 概要

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.

## 料金とプラン

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.

## 主な機能と特長

- **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.

## 主なユースケース

- **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.

## 強み

- 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

## 制約・デメリット

- 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

## よくある質問

### 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.

### Lebesgue の月間トラフィックと成長トレンドはどうですか？
Lebesgue は現在、月間 2.37万の訪問があり、前月比のトラフィック変動は -7619（成長率 -24.3%）です。主要な流入市場はアメリカ合衆国（シェア 16.7%）で、月間 9660 のダイレクト訪問と月間 — のオーガニック検索訪問を含みます。

### Lebesgue は無料ですか？料金モデルは何ですか？
Lebesgue はフリーミアム、無料トライアルの料金モデルで運営されています。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. 対応する請求・チェックアウトプラットフォームには未掲載が含まれます。

### 2026年における Lebesgue の最適な代替ツールはどれですか？
OpenAITools.app のカテゴリ別トラフィックと機能の適合性に基づくと、Lebesgue の代替ツールトップ5は次のとおりです: 1. Triple Whale（月間 159.45万訪問）; 2. BooleanMaths（月間 3.07万訪問）; 3. Polar Analytics（月間 4.42万訪問）; 4. MyDataNinja（月間 1662 訪問）; 5. Growify（月間 8513 訪問）。

### Lebesgue はどのプラットフォームと主要な AI 機能に対応していますか？
Lebesgue は AIマーケティング, AI 広告配信, データ分析のためのAI に分類され、以下のプラットフォームに対応しています: ウェブサイト。中核機能のタグには AI CMO, マーケティング分析, 競合分析, LTV分析, Eコマースマーケティング, ROI最適化が含まれます。

## 代替ツール

| ツール名 | 月間訪問数 | 料金モデル | 比較 |
| :--- | :--- | :--- | :--- |
| [Triple Whale](https://openaitools.app/ja/tool/triple-whale) | 1,594,461 | フリーミアム、有料 | [比較](https://openaitools.app/ja/compare/lebesgue-vs-triple-whale) |
| [BooleanMaths](https://openaitools.app/ja/tool/booleanmaths-pulse) | 30,692 | 無料トライアル、料金は要問い合わせ | [比較](https://openaitools.app/ja/compare/booleanmaths-pulse-vs-lebesgue) |
| [Polar Analytics](https://openaitools.app/ja/tool/polaranalytics-com) | 44,209 | 無料トライアル、有料 | [比較](https://openaitools.app/ja/compare/lebesgue-vs-polaranalytics-com) |
| [MyDataNinja](https://openaitools.app/ja/tool/mydataninja) | 1,662 | フリーミアム、無料トライアル、有料 | [比較](https://openaitools.app/ja/compare/lebesgue-vs-mydataninja) |
| [Growify](https://openaitools.app/ja/tool/growify) | 8,513 | Paid (quote-based); Contact for Pricing | [比較](https://openaitools.app/ja/compare/growify-vs-lebesgue) |
| [By the Numbers](https://openaitools.app/ja/tool/bythenumbersapp-com) | 11,605 | 無料トライアル、有料 | [比較](https://openaitools.app/ja/compare/bythenumbersapp-com-vs-lebesgue) |
| [WinningHunter](https://openaitools.app/ja/tool/winninghunter-com) | 256,635 | フリーミアム、無料トライアル | [比較](https://openaitools.app/ja/compare/lebesgue-vs-winninghunter-com) |
| [HypeAuditor](https://openaitools.app/ja/tool/hypeauditor-com) | 917,615 | 料金は要問い合わせ | [比較](https://openaitools.app/ja/compare/hypeauditor-com-vs-lebesgue) |
| [Third i](https://openaitools.app/ja/tool/thirdi) | 4,361 | 無料トライアル、料金は要問い合わせ | [比較](https://openaitools.app/ja/compare/lebesgue-vs-thirdi) |
| [Soku AI](https://openaitools.app/ja/tool/soku-ai) | 69,478 | 無料 | [比較](https://openaitools.app/ja/compare/lebesgue-vs-soku-ai) |
| [Conduit.app](https://openaitools.app/ja/tool/conduit-app) | 3,702 | 無料トライアル | [比較](https://openaitools.app/ja/compare/conduit-app-vs-lebesgue) |
| [Incremental](https://openaitools.app/ja/tool/incremental-ai-tradeswell-ai) | 6,880 | 料金は要問い合わせ | [比較](https://openaitools.app/ja/compare/incremental-ai-tradeswell-ai-vs-lebesgue) |

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出典: https://openaitools.app/ja/tool/lebesgue