# Miros

According to OpenAITools.app telemetry verified on 2026-11-11, Miros (miros.ai) is an AI platform indexed under AI Search Engine generating 1.9K monthly visits with a month-over-month traffic delta of -301 (-13.7%). Its primary geographic market is United Kingdom (93.7% traffic share), and it operates on a Contact for Pricing pricing model. Top competing alternatives by monthly volume include Luigi's Box (28.83K visits/mo), ConvoSearch (270 visits/mo), Stylitics (33.72K visits/mo).

AI that knows what shoppers want — without asking them

## Key Telemetry & Specifications

| Metric | Value |
| :--- | :--- |
| Tool Name | Miros |
| Handle | miros |
| Status | active |
| Origin | independent |
| Maintenance | active |
| Official Domain | miros.ai |
| Website URL | https://miros.ai |
| Categories | AI Search Engine, AI Shopping Assistant, AI Image Recognition, AI Marketing |
| Pricing Model | Contact for Pricing |
| Monthly Visits | 1,899 |
| MoM Traffic Change | -301 |
| MoM Growth Rate | -13.7% |
| Primary Market | United Kingdom |
| Market Share | 93.7% |
| Direct Visits | 748 |
| Organic Search Visits | — |
| Social Visits | — |
| Referral Visits | 195 |
| Email Visits | 56 |
| Review Score | 4.3 |
| Saved Count | 4 |
| Supported Platforms | Website |
| Billing Platforms |  |
| Attributes | Features: Website; Pricing: Contact for Pricing |
| Tags | Wordless Search, AI Search, Product Discovery, Ecommerce, Visual Search, AI Recommendations, Natural Language Understanding |

## Overview

Miros tackles a gap that traditional ecommerce search leaves wide open: shoppers in visual categories often cannot describe what they are looking for. For fashion, furniture, footwear and decor, most intent is expressed visually or through behaviour rather than keywords, so text-based search and filters miss the products a shopper would actually buy. Miros is built specifically for that situation.

The platform works in four stages. First, it extracts thousands of visual and semantic attributes from each product image without manual tagging. Next, it interprets behavioural signals — scroll velocity, clicks, dwell time and ignored items — to build a real-time preference profile for every visitor. It then resolves contradictory signals into one coherent profile, and finally feeds that single intent layer into every discovery surface on the site: search, browse, recommendations and shop-the-look.

Miros positions itself as complementary to existing search infrastructure rather than a replacement, working alongside tools like Algolia or Elasticsearch. It publishes results from randomised A/B tests across several retailers — including conversion and GMV uplift, higher average order value and improved repeat purchases — and integrates through JavaScript widgets or a GraphQL API, with the company stating it can go live in around two weeks. Pricing is enterprise and available on request.

## Pricing & Plans

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.

## Key Features & Capabilities

- **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.

## Primary Use Cases

- **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.

## Strengths

- 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

## Limitations

- 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

## Frequently Asked Questions

### 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.

### What is Miros's monthly traffic and growth trend?
Miros currently receives 1.9K monthly visits, with a month-over-month traffic change of -301 (-13.7% growth rate). Its primary source market is United Kingdom (93.7% share), including 748 direct visits/mo and — organic search visits/mo.

### Is Miros free? What is its pricing model?
Miros operates on a Contact for Pricing pricing model. 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. Supported billing and checkout platforms include: not listed.

### What are the best Miros alternatives in 2026?
Based on OpenAITools.app category traffic and feature fit, the top five alternatives to Miros are: 1. Luigi's Box (28.83K visits/mo); 2. ConvoSearch (270 visits/mo); 3. Stylitics (33.72K visits/mo); 4. Raventic (479 visits/mo); 5. BatteryIncluded (3.02K visits/mo).

### Which platforms and core AI capabilities does Miros support?
Miros is classified under AI Search Engine, AI Shopping Assistant, AI Image Recognition, AI Marketing, supports the following platforms: Website, and its core capability tags include: Wordless Search, AI Search, Product Discovery, Ecommerce, Visual Search, AI Recommendations.

## Alternatives

| Tool Name | Monthly Visits | Pricing Model | Compare |
| :--- | :--- | :--- | :--- |
| [Luigi's Box](https://openaitools.app/tool/luigi-s-box) | 28,830 | Free Trial, Contact for Pricing | [Compare](https://openaitools.app/compare/luigi-s-box-vs-miros) |
| [ConvoSearch](https://openaitools.app/tool/convosearch) | 270 | Freemium, Free Trial, Paid, Contact for Pricing | [Compare](https://openaitools.app/compare/convosearch-vs-miros) |
| [Stylitics](https://openaitools.app/tool/stylitics-com) | 33,722 | Contact for Pricing | [Compare](https://openaitools.app/compare/miros-vs-stylitics-com) |
| [Raventic](https://openaitools.app/tool/raventic) | 479 | Contact for Pricing | [Compare](https://openaitools.app/compare/miros-vs-raventic) |
| [BatteryIncluded](https://openaitools.app/tool/batteryincluded-incl-volt-search) | 3,015 | Contact for Pricing | [Compare](https://openaitools.app/compare/batteryincluded-incl-volt-search-vs-miros) |
| [Prefixbox](https://openaitools.app/tool/prefixbox-com) | 8,721 | Free Trial, Contact for Pricing | [Compare](https://openaitools.app/compare/miros-vs-prefixbox-com) |
| [Gorgias](https://openaitools.app/tool/gorgias) | 2,660,498 | Contact for Pricing | [Compare](https://openaitools.app/compare/gorgias-vs-miros) |
| [Rep AI: Sales Concierge for eCommerce](https://openaitools.app/tool/rep-ai-sales-concierge-for-ecommerce) | 28,849 | Free Trial, Paid | [Compare](https://openaitools.app/compare/miros-vs-rep-ai-sales-concierge-for-ecommerce) |
| [Flash.co](https://openaitools.app/tool/flash-co) | 741,638 | Free | [Compare](https://openaitools.app/compare/flash-co-vs-miros) |
| [Accio](https://openaitools.app/tool/accio) | 2,766,312 | Freemium | [Compare](https://openaitools.app/compare/accio-vs-miros) |
| [WinningHunter](https://openaitools.app/tool/winninghunter-com) | 256,635 | Freemium, Free Trial | [Compare](https://openaitools.app/compare/miros-vs-winninghunter-com) |
| [Pisearch](https://openaitools.app/tool/pisearch) | 128 | Freemium | [Compare](https://openaitools.app/compare/miros-vs-pisearch) |

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Source: https://openaitools.app/tool/miros