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。

Miros — 月访问量 (1899/月)、定价、API 与平替对比

Open AI Tools

Miros — 月访问量 (1899/月)、定价、API 与平替对比 | Open AI Tools

关于 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 的高影响力用例

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.

顶级 12 个 Miros 替代方案与竞争对手

同一分类下同类 AI 工具的流量并排对比

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排名	AI 工具	月访问量	月度环比增长	直接流量占比	定价	头对头
●	Miros	1899	-13.7%	39% 直接流量	定价请咨询	当前产品
1	Luigi's Box	2.88万	-25.4%	49% 直接流量	免费试用，定价请咨询	对比 Luigi's Box
2	ConvoSearch	270	-36.9%	41% 直接流量	免费增值，免费试用，付费，定价请咨询	对比 ConvoSearch
3	Stylitics	3.37万	-31.2%	28% 直接流量	定价请咨询	对比 Stylitics
4	Raventic	479	+1.7%	44% 直接流量	定价请咨询	对比 Raventic
5	BatteryIncluded	3015	+24.6%	41% 直接流量	定价请咨询	对比 BatteryIncluded
6	Prefixbox	8721	-0.2%	40% 直接流量	免费试用，定价请咨询	对比 Prefixbox