# Miros 依據 OpenAITools.app 於 2026-11-11 查驗的觀測資料，Miros（miros.ai）是收錄於 AI 搜尋引擎的 AI 平台，每月產生 1899 次造訪，月流量變化量為 -301（-13.7%）。其主要地理市場為英國（流量佔比 93.7%），並採用需聯絡報價定價模式。依每月流量計算的主要競爭替代方案包括 Luigi's Box（每月 2.88萬次造訪），ConvoSearch（每月 270 次造訪），Stylitics（每月 3.37萬次造訪）。 Miros is an AI product-discovery platform for ecommerce that infers what shoppers want from their behaviour instead of asking them to type it. It reads visual and semantic product attributes, decodes intent from scrolling and clicks, and feeds one real-time preference profile into search, browse, recommendations and shop-the-look surfaces. ## 主要觀測資料與規格 | 指標 | 數值 | | :--- | :--- | | 工具名稱 | Miros | | 代稱 | miros | | Status | active | | Origin | independent | | Maintenance | active | | 官方網域 | miros.ai | | 網站網址 | https://miros.ai | | 分類 | AI 搜尋引擎, AI 購物助手, AI 影像辨識, AI 行銷 | | 定價模式 | 需聯絡報價 | | 每月造訪次數 | 1,899 | | 月流量變化 | -301 | | 月成長率 | -13.7% | | 主要市場 | 英國 | | 市佔率 | 93.7% | | 直接造訪 | 748 | | 自然搜尋造訪 | — | | 社群造訪 | — | | 推薦流量造訪 | 195 | | 電子郵件造訪 | 56 | | 評論分數 | 4.3 | | 收藏數 | 4 | | 支援平台 | 網站 | | 帳務平台 | | | 屬性 | 功能: 網站; 價格: 需聯絡報價 | | 標籤 | 無字搜尋, AI 搜尋, 商品探索, 電子商務, 視覺搜尋, AI 推薦, 自然語言理解 | ## 總覽 Miros is an AI product-discovery platform for ecommerce that infers what shoppers want from their behaviour instead of asking them to type it. It reads visual and semantic product attributes, decodes intent from scrolling and clicks, and feeds one real-time preference profile into search, browse, recommendations and shop-the-look surfaces. ## 價格與方案 Contact for pricing. Miros is sold as an enterprise solution with a personalised demo on your own catalogue; there is no public self-serve plan. The vendor states the average sales cycle is about 36 days from demo to production. ## 關鍵功能與能力 - **Behaviour-based intent decoding:** Miros reads scroll velocity, clicks, dwell time and ignored items to build a real-time preference profile for each visitor, without asking them to describe what they want. - **Automatic visual and semantic attributes:** The AI extracts thousands of visual and semantic attributes per product image, so catalogues do not need manual tagging to work with the platform. - **One intent layer across every surface:** Contradictory signals are synthesised into a coherent profile that then powers search, browse, recommendations and shop-the-look together. - **Wordless Search:** A single visual layer for ecommerce that lets shoppers discover products through images and behaviour rather than typed keywords. - **Quick, modular integration:** Miros is delivered through lightweight JavaScript widgets or a GraphQL API and is designed to sit on top of your existing stack. ## 主要使用情境 - **Improve fashion discovery (Fashion ecommerce manager):** Surface relevant garments and accessories from visual and behavioural signals, giving shoppers who never use the search bar a path to the right products. - **Recommend furniture and decor (Furniture or home retailer):** Help shoppers browse and find furniture, decor and homeware using one real-time intent profile that powers search, browse and recommendations together. - **Boost conversion alongside Algolia (Head of ecommerce):** Add an intent layer on top of an existing search engine to lift conversion and average order value without rebuilding the whole stack. - **Increase repeat purchases (CRM or retention marketer):** Use behavioural signals to recommend items shoppers are most likely to buy, aiming to raise repeat purchases and customer lifetime value. ## 優勢 - Targets visual categories where keyword search and filters perform poorly - Works alongside existing search engines instead of forcing a replacement - Needs no manual product tagging thanks to automatic attribute extraction - Published case studies report measurable gains in conversion, GMV, AOV and repeat purchases - Modular rollout lets you start with one discovery surface and expand ## 限制 - Contact-for-pricing enterprise sales model, so there is no self-serve trial - Value depends on having enough shopper traffic for behavioural signals to work - Integrating an intent layer requires engineering effort even if deployment is quick - Reported uplift figures come from vendor-run A/B tests and should be validated on your own catalogue ## 常見問題 ### What is Miros? Miros is an AI-powered product discovery platform for online retailers. Instead of relying on keywords, it infers shopper intent from behaviour and product attributes so that visual categories such as fashion, furniture and decor surface the right products even when shoppers cannot describe what they want. ### How is Miros priced? Miros is sold as an enterprise solution and pricing is available on request after a demo. The company typically builds a working demo on your own catalogue, and reports an average sales cycle of about 36 days from demo to production. ### Does Miros replace my existing search engine? Not to be confused with it. It works alongside search engines such as Algolia or Elasticsearch rather than replacing them, by adding an intent layer that understands behavioural signals. Miros reports a 296% conversion uplift over Algolia in a head-to-head test, but results vary by catalogue and traffic. ### How long does integration take? Integration is delivered as JavaScript widgets or a GraphQL API and is billed as requiring less than one engineering man-week on the customer side. Miros states the platform can go live in about two weeks. ### Which businesses benefit most? Miros is designed for ecommerce categories where shopping intent is heavily visual — fashion, footwear, furniture, decor and stock imagery are among its focus industries — where text-only search tends to miss most of the opportunity. ### Miros 的每月流量與成長趨勢為何？ Miros 目前每月有 1899 次造訪，月流量變化為 -301（成長率 -13.7%）。其主要來源市場為英國（佔比 93.7%），其中包含每月 748 次直接造訪與每月 — 次自然搜尋造訪。 ### Miros 是免費的嗎？其定價模式為何？ Miros 採用需聯絡報價定價模式。Contact for pricing. Miros is sold as an enterprise solution with a personalised demo on your own catalogue; there is no public self-serve plan. The vendor states the average sales cycle is about 36 days from demo to production. 支援的帳務與結帳平台包括：未列出。 ### 2026 年最佳的 Miros 替代方案有哪些？ 依據 OpenAITools.app 的分類流量與功能契合度，Miros 的前五大替代方案為：1. Luigi's Box（每月 2.88萬次造訪）; 2. ConvoSearch（每月 270 次造訪）; 3. Stylitics（每月 3.37萬次造訪）; 4. Raventic（每月 479 次造訪）; 5. BatteryIncluded（每月 3015 次造訪）。 ### Miros 支援哪些平台與核心 AI 能力？ Miros 分類於 AI 搜尋引擎, AI 購物助手, AI 影像辨識, AI 行銷，支援以下平台：網站，其核心能力標籤包括：無字搜尋, AI 搜尋, 商品探索, 電子商務, 視覺搜尋, AI 推薦。 ## 替代方案 | 工具名稱 | 每月造訪次數 | 定價模式 | 比較 | | :--- | :--- | :--- | :--- | | [Luigi's Box](https://openaitools.app/tw/tool/luigi-s-box) | 28,830 | 免費試用、需聯絡報價 | [比較](https://openaitools.app/tw/compare/luigi-s-box-vs-miros) | | [ConvoSearch](https://openaitools.app/tw/tool/convosearch) | 270 | 免費增值、免費試用、付費、需聯絡報價 | [比較](https://openaitools.app/tw/compare/convosearch-vs-miros) | | [Stylitics](https://openaitools.app/tw/tool/stylitics-com) | 33,722 | 需聯絡報價 | [比較](https://openaitools.app/tw/compare/miros-vs-stylitics-com) | | [Raventic](https://openaitools.app/tw/tool/raventic) | 479 | 需聯絡報價 | [比較](https://openaitools.app/tw/compare/miros-vs-raventic) | | [BatteryIncluded](https://openaitools.app/tw/tool/batteryincluded-incl-volt-search) | 3,015 | 需聯絡報價 | [比較](https://openaitools.app/tw/compare/batteryincluded-incl-volt-search-vs-miros) | | [Prefixbox](https://openaitools.app/tw/tool/prefixbox-com) | 8,721 | 免費試用、需聯絡報價 | [比較](https://openaitools.app/tw/compare/miros-vs-prefixbox-com) | | [Gorgias](https://openaitools.app/tw/tool/gorgias) | 2,660,498 | 需聯絡報價 | [比較](https://openaitools.app/tw/compare/gorgias-vs-miros) | | [Rep AI：電商銷售顧問](https://openaitools.app/tw/tool/rep-ai-sales-concierge-for-ecommerce) | 28,849 | 免費試用、付費 | [比較](https://openaitools.app/tw/compare/miros-vs-rep-ai-sales-concierge-for-ecommerce) | | [Flash.co](https://openaitools.app/tw/tool/flash-co) | 741,638 | 免費 | [比較](https://openaitools.app/tw/compare/flash-co-vs-miros) | | [Accio](https://openaitools.app/tw/tool/accio) | 2,766,312 | 免費增值 | [比較](https://openaitools.app/tw/compare/accio-vs-miros) | | [WinningHunter](https://openaitools.app/tw/tool/winninghunter-com) | 256,635 | 免費增值、免費試用 | [比較](https://openaitools.app/tw/compare/miros-vs-winninghunter-com) | | [Pisearch](https://openaitools.app/tw/tool/pisearch) | 128 | 免費增值 | [比較](https://openaitools.app/tw/compare/miros-vs-pisearch) | --- 來源：https://openaitools.app/tw/tool/miros