# Miros

根据 OpenAITools.app 于 2026-11-11 核对的流量数据，Miros（miros.ai）是一个收录在 AI 搜索引擎下的 AI 平台，月访问量为 1899，月度环比流量变化为 -301（-13.7%）。其主要地理市场为英国（93.7% 流量份额），采用定价请咨询定价模式。按月流量计算的主要竞争替代方案包括 Luigi's Box（2.88万次访问/月），ConvoSearch（270 次访问/月），Stylitics（3.37万次访问/月）。

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.

## 关键遥测与规格

| 指标 | 数值 |
| :--- | :--- |
| 工具名称 | Miros |
| 标识 | miros |
| Status | active |
| Origin | independent |
| Maintenance | active |
| 官方域名 | miros.ai |
| 官网地址 | https://miros.ai |
| 分类 | AI 搜索引擎, AI 购物助手, AI Image Recognition, AI Marketing |
| 定价模式 | 定价请咨询 |
| 月访问量 | 1,899 |
| 月度环比流量变化 | -301 |
| 月度环比增长率 | -13.7% |
| 主要市场 | 英国 |
| 市场份额 | 93.7% |
| 直接访问量 | 748 |
| 自然搜索访问 | — |
| 社交访问 | — |
| 推荐访问 | 195 |
| 邮件访问 | 56 |
| 评价得分 | 4.3 |
| 收藏数 | 4 |
| 支持平台 | 网站 |
| 计费平台 |  |
| 属性 | 功能: 网站; 定价: 定价请咨询 |
| 标签 | 无词搜索, AI 搜索, 商品发现, 电子商务, 视觉搜索, AI 推荐, 自然语言理解 |

## 概览

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.

## 定价与套餐

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.

## 关键功能与能力

- **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.

## 主要用例

- **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.

## 优势

- 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

## 局限

- 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

## 常见问题

### 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 的月流量和增长趋势如何？
Miros 目前每月获得 1899 访问量，月度环比流量变化为 -301（增长率 -13.7%）。其主要来源市场是英国（93.7% 份额），包括每月 748 次直接访问和每月 — 次自然搜索访问。

### Miros 免费吗？它的定价模式是什么？
Miros 采用定价请咨询定价模式。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. 支持的计费和结账平台包括：未列出。

### 2026 年 Miros 的最佳替代方案有哪些？
基于 OpenAITools.app 的分类流量和功能契合度，Miros 的前五个替代方案是：1. Luigi's Box（2.88万次访问/月）; 2. ConvoSearch（270 次访问/月）; 3. Stylitics（3.37万次访问/月）; 4. Raventic（479 次访问/月）; 5. BatteryIncluded（3015 次访问/月）。

### Miros 支持哪些平台和核心 AI 能力？
Miros 被归类在 AI 搜索引擎, AI 购物助手, AI Image Recognition, AI Marketing 下，支持以下平台：网站，其核心能力标签包括：无词搜索, AI 搜索, 商品发现, 电子商务, 视觉搜索, AI 推荐。

## 替代工具

| 工具名称 | 月访问量 | 定价模式 | 对比 |
| :--- | :--- | :--- | :--- |
| [Luigi's Box](https://openaitools.app/zh/tool/luigi-s-box) | 28,830 | 免费试用，定价请咨询 | [对比](https://openaitools.app/zh/compare/luigi-s-box-vs-miros) |
| [ConvoSearch](https://openaitools.app/zh/tool/convosearch) | 270 | 免费增值，免费试用，付费，定价请咨询 | [对比](https://openaitools.app/zh/compare/convosearch-vs-miros) |
| [Stylitics](https://openaitools.app/zh/tool/stylitics-com) | 33,722 | 定价请咨询 | [对比](https://openaitools.app/zh/compare/miros-vs-stylitics-com) |
| [Raventic](https://openaitools.app/zh/tool/raventic) | 479 | 定价请咨询 | [对比](https://openaitools.app/zh/compare/miros-vs-raventic) |
| [BatteryIncluded](https://openaitools.app/zh/tool/batteryincluded-incl-volt-search) | 3,015 | 定价请咨询 | [对比](https://openaitools.app/zh/compare/batteryincluded-incl-volt-search-vs-miros) |
| [Prefixbox](https://openaitools.app/zh/tool/prefixbox-com) | 8,721 | 免费试用，定价请咨询 | [对比](https://openaitools.app/zh/compare/miros-vs-prefixbox-com) |
| [Gorgias](https://openaitools.app/zh/tool/gorgias) | 2,660,498 | 定价请咨询 | [对比](https://openaitools.app/zh/compare/gorgias-vs-miros) |
| [Rep AI：电商销售顾问](https://openaitools.app/zh/tool/rep-ai-sales-concierge-for-ecommerce) | 28,849 | 免费试用，付费 | [对比](https://openaitools.app/zh/compare/miros-vs-rep-ai-sales-concierge-for-ecommerce) |
| [Flash.co](https://openaitools.app/zh/tool/flash-co) | 741,638 | 免费 | [对比](https://openaitools.app/zh/compare/flash-co-vs-miros) |
| [Accio](https://openaitools.app/zh/tool/accio) | 2,766,312 | 免费增值 | [对比](https://openaitools.app/zh/compare/accio-vs-miros) |
| [WinningHunter](https://openaitools.app/zh/tool/winninghunter-com) | 256,635 | 免费增值，免费试用 | [对比](https://openaitools.app/zh/compare/miros-vs-winninghunter-com) |
| [Pisearch](https://openaitools.app/zh/tool/pisearch) | 128 | 免费增值 | [对比](https://openaitools.app/zh/compare/miros-vs-pisearch) |

---
来源：https://openaitools.app/zh/tool/miros