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.

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。

Miros — 月造訪量 (1899/月)、定價、API 與替代方案

Open AI Tools

Miros — 月造訪量 (1899/月)、定價、API 與替代方案 | Open AI Tools

關於 Miros

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.

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.

Miros 的高效使用情境

Fashion ecommerce manager

Improve fashion discovery

Surface relevant garments and accessories from visual and behavioural signals, giving shoppers who never use the search bar a path to the right products.

Furniture or home retailer

Recommend furniture and decor

Help shoppers browse and find furniture, decor and homeware using one real-time intent profile that powers search, browse and recommendations together.

Head of ecommerce

Boost conversion alongside Algolia

Add an intent layer on top of an existing search engine to lift conversion and average order value without rebuilding the whole stack.

CRM or retention marketer

Increase repeat purchases

Use behavioural signals to recommend items shoppers are most likely to buy, aiming to raise repeat purchases and customer lifetime value.

前 12 大 Miros 替代方案與競爭對手

同一分類下同類 AI 工具的流量並排比較

查看所有 Miros 替代方案 →探索所有 AI 搜尋引擎工具 →

排名	AI 工具	每月造訪次數	月增幅	直接流量占比	價格	正面對決
●	Miros	1899	-13.7%	39% 直接流量	需聯絡報價	目前產品
1	Luigi's Box	2.88萬	-25.4%	49% 直接流量	免費試用、需聯絡報價	對比 Luigi's Box
2	ConvoSearch	270	-36.9%	41% 直接流量	免費增值、免費試用、付費、需聯絡報價	對比 ConvoSearch
3	Stylitics	3.37萬	-31.2%	28% 直接流量	需聯絡報價	對比 Stylitics
4	Raventic	479	+1.7%	44% 直接流量	需聯絡報價	對比 Raventic
5	BatteryIncluded	3015	+24.6%	41% 直接流量	需聯絡報價	對比 BatteryIncluded
6	Prefixbox	8721	-0.2%	40% 直接流量	免費試用、需聯絡報價	對比 Prefixbox