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正面對決基準比較
Numerous.ai vs Keebo
Numerous.ai 每月有 128,828 次造訪，月增率 -17%，定價模式為免費增值、免費試用、付費。Keebo 每月有 7,566 次造訪，成長率 +8.4%，定價模式為免費試用、需聯絡報價。
把 ChatGPT 放進 Google Sheets 與 Excel，無需 API 金鑰
每月造訪次數
12.88萬
月成長速度
-17%
主要市場
🇺🇸 美國
Numerous.ai 每月有 128,828 次造訪，月增率 -17%，定價模式為免費增值、免費試用、付費。Keebo 每月有 7,566 次造訪，成長率 +8.4%，定價模式為免費試用、需聯絡報價。
把 ChatGPT 放進 Google Sheets 與 Excel，無需 API 金鑰
Keebo is an autonomous cloud data warehouse optimization platform that continuously rightsizes Snowflake and Databricks compute, cutting waste while protecting query performance and SLAs.
| 面向／指標 | | |
|---|---|---|
| 官方網域 | numerous.ai | keebo.ai |
| 定價模式 | 免費增值、免費試用、付費 | 免費試用、需聯絡報價 |
| 每月造訪次數 | 12.88萬 (128,828) | 7566 (7,566) |
| 月流量變化量 | -2.64萬 (-17%) | +588 (+8.4%) |
| 主要市場與市佔 | 🇺🇸 美國 (20.1%) | 🇺🇸 美國 (75.3%) |
| 每月直接造訪 | 3.27萬 | 2978 |
| 使用者評分 | 4.5 | 4.6 |
| 支援平台 | 網站 | 網站 |
把 ChatGPT 放進 Google Sheets 與 Excel，無需 API 金鑰
透過一個簡單函式即可在任意儲存格呼叫 AI——無需 API 金鑰，無需切換聊天視窗，也不必在分頁之間複製貼上。
把一個提示詞向下拖曳即可處理數千列；相同查詢會被快取，避免重複計費。
將問卷、文章、社群貼文等大段文字摘要、改寫、抽取並分類為規整的結構化欄位。
直接依據試算表中的資料生成廣告文案、關鍵字清單、SEO 內容與廣告活動結構。
Keebo is an autonomous cloud data warehouse optimization platform that continuously rightsizes Snowflake and Databricks compute, cutting waste while protecting query performance and SLAs.
Agentic AI adjusts warehouse sizing and compute settings in both directions, holding performance while removing wasted capacity.
Continuous tuning runs in the background with no query rewriting, code changes or engineering tickets required.
Query behaviour, bottlenecks and inefficient patterns are surfaced so data and FinOps teams can act on the same evidence.
The platform runs out-of-band and, per the vendor, never reads query text or result data, so there is no query-path dependency.
GPT Workspace is a Google Workspace extension that embeds leading AI assistants directly into Docs, Sheets, Slides, Gmail, Drive and Forms so you can write, analyze and automate without switching tabs.
GPT Workspace is a Google Workspace extension that embeds leading AI assistants directly into Docs, Sheets, Slides, Gmail, Drive and Forms so you can write, analyze and automate without switching tabs.
專為 Excel 與 Google Sheets 打造的 AI 試算表代理
面向公式、樞紐分析與分析的 AI 試算表助手
XenonStack is an AI-first technology company that builds decision infrastructure for enterprise AI agents. Its platform spans reasoning, orchestration, analytics, infrastructure and trust, with products including Foundry, ElixirClaw, ElixirData, NexaStack, MetaSecure and Neural AI, plus pre-built agents for operations, finance, security, analytics and supply chain.
XenonStack is an AI-first technology company that builds decision infrastructure for enterprise AI agents. Its platform spans reasoning, orchestration, analytics, infrastructure and trust, with products including Foundry, ElixirClaw, ElixirData, NexaStack, MetaSecure and Neural AI, plus pre-built agents for operations, finance, security, analytics and supply chain.
在你的活頁簿內自動撰寫、執行並驗證 Excel 公式、VBA 與 Python 的 AI 代理
在你的活頁簿內自動撰寫、執行並驗證 Excel 公式、VBA 與 Python 的 AI 代理
Moontower is AI-powered volatility intelligence for traders, desks and firms. It computes its own options volatility surfaces and presents them through a set of proprietary charts, adds an AI agent that reasons over that market data, and exposes a hosted MCP server so tools like Claude Code can query volatility, skew, option chains and trade ideas directly.
Moontower is AI-powered volatility intelligence for traders, desks and firms. It computes its own options volatility surfaces and presents them through a set of proprietary charts, adds an AI agent that reasons over that market data, and exposes a hosted MCP server so tools like Claude Code can query volatility, skew, option chains and trade ideas directly.
用自然語言描述需求，幾秒生成 Excel 與 Google Sheets 公式
Excel 與 Google Sheets 教學、免費範本與 AI 增益集一站聚集
