# Miros

Selon la télémétrie OpenAITools.app vérifiée le 2026-11-11, Miros (miros.ai) est une plateforme d'IA indexée sous Moteur de recherche IA générant 1,9 k visites mensuelles avec un delta de trafic mensuel de -301 (-13,7 %). Son marché géographique principal est Royaume-Uni (93,7 % de part de trafic), et elle fonctionne selon un modèle tarifaire Tarifs sur demande. Les principales alternatives concurrentes par volume mensuel incluent Luigi's Box (28,83 k visites/mois), ConvoSearch (270 visites/mois), Stylitics (33,72 k visites/mois).

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.

## Télémétrie et spécifications clés

| Métrique | Valeur |
| :--- | :--- |
| Nom de l'outil | Miros |
| Identifiant | miros |
| Status | active |
| Origin | independent |
| Maintenance | active |
| Domaine officiel | miros.ai |
| URL du site web | https://miros.ai |
| Catégories | Moteur de recherche IA, Assistant shopping IA, Reconnaissance d'images IA, Marketing IA |
| Modèle tarifaire | Tarifs sur demande |
| Visites mensuelles | 1 899 |
| Variation du trafic mensuel | -301 |
| Taux de croissance mensuel | -13,7 % |
| Marché principal | Royaume-Uni |
| Part de marché | 93,7 % |
| Visites directes | 748 |
| Visites de recherche organique | — |
| Visites sociales | — |
| Visites par référencement | 195 |
| Visites par e-mail | 56 |
| Score d'avis | 4,3 |
| Nombre d'enregistrements | 4 |
| Plateformes prises en charge | Site web |
| Plateformes de facturation |  |
| Attributs | Fonctionnalités: Site web; Tarification: Tarifs sur demande |
| Étiquettes | Recherche sans mots, Recherche IA, Découverte de produits, E-commerce, Recherche visuelle, Recommandations IA, Compréhension du langage naturel |

## Aperçu

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.

## Tarifs et offres

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.

## Fonctionnalités clés et capacités

- **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.

## Cas d'usage principaux

- **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.

## Forces

- 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

## Limites

- 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

## Questions fréquentes

### 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.

### Quel est le trafic mensuel et la tendance de croissance de Miros ?
Miros reçoit actuellement 1,9 k visites mensuelles, avec une variation de trafic mensuelle de -301 (taux de croissance de -13,7 %). Son marché source principal est Royaume-Uni (93,7 % de part), dont 748 visites directes/mois et — visites de recherche organique/mois.

### Miros est-il gratuit ? Quel est son modèle tarifaire ?
Miros fonctionne selon un modèle tarifaire Tarifs sur demande. 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. Les plateformes de facturation et de paiement prises en charge incluent : non répertorié.

### Quelles sont les meilleures alternatives à Miros en 2026 ?
Sur la base du trafic de catégorie et de l'adéquation des fonctionnalités sur OpenAITools.app, les cinq principales alternatives à Miros sont : 1. Luigi's Box (28,83 k visites/mois); 2. ConvoSearch (270 visites/mois); 3. Stylitics (33,72 k visites/mois); 4. Raventic (479 visites/mois); 5. BatteryIncluded (3,02 k visites/mois).

### Quelles plateformes et capacités d'IA principales Miros prend-il en charge ?
Miros est classé sous Moteur de recherche IA, Assistant shopping IA, Reconnaissance d'images IA, Marketing IA, prend en charge les plateformes suivantes : Site web, et ses étiquettes de capacités principales incluent : Recherche sans mots, Recherche IA, Découverte de produits, E-commerce, Recherche visuelle, Recommandations IA.

## Alternatives

| Nom de l'outil | Visites mensuelles | Modèle tarifaire | Comparer |
| :--- | :--- | :--- | :--- |
| [Luigi's Box](https://openaitools.app/fr/tool/luigi-s-box) | 28 830 | Essai gratuit, Tarifs sur demande | [Comparer](https://openaitools.app/fr/compare/luigi-s-box-vs-miros) |
| [ConvoSearch](https://openaitools.app/fr/tool/convosearch) | 270 | Freemium, Essai gratuit, Payant, Tarifs sur demande | [Comparer](https://openaitools.app/fr/compare/convosearch-vs-miros) |
| [Stylitics](https://openaitools.app/fr/tool/stylitics-com) | 33 722 | Tarifs sur demande | [Comparer](https://openaitools.app/fr/compare/miros-vs-stylitics-com) |
| [Raventic](https://openaitools.app/fr/tool/raventic) | 479 | Tarifs sur demande | [Comparer](https://openaitools.app/fr/compare/miros-vs-raventic) |
| [BatteryIncluded](https://openaitools.app/fr/tool/batteryincluded-incl-volt-search) | 3 015 | Tarifs sur demande | [Comparer](https://openaitools.app/fr/compare/batteryincluded-incl-volt-search-vs-miros) |
| [Prefixbox](https://openaitools.app/fr/tool/prefixbox-com) | 8 721 | Essai gratuit, Tarifs sur demande | [Comparer](https://openaitools.app/fr/compare/miros-vs-prefixbox-com) |
| [Gorgias](https://openaitools.app/fr/tool/gorgias) | 2 660 498 | Tarifs sur demande | [Comparer](https://openaitools.app/fr/compare/gorgias-vs-miros) |
| [Rep AI : concierge de vente pour l'e-commerce](https://openaitools.app/fr/tool/rep-ai-sales-concierge-for-ecommerce) | 28 849 | Essai gratuit, Payant | [Comparer](https://openaitools.app/fr/compare/miros-vs-rep-ai-sales-concierge-for-ecommerce) |
| [Hemingway Editor](https://openaitools.app/fr/tool/flash-co) | 741 638 | Gratuit | [Comparer](https://openaitools.app/fr/compare/flash-co-vs-miros) |
| [Accio](https://openaitools.app/fr/tool/accio) | 2 766 312 | Freemium | [Comparer](https://openaitools.app/fr/compare/accio-vs-miros) |
| [WinningHunter](https://openaitools.app/fr/tool/winninghunter-com) | 256 635 | Freemium, Essai gratuit | [Comparer](https://openaitools.app/fr/compare/miros-vs-winninghunter-com) |
| [Pisearch](https://openaitools.app/fr/tool/pisearch) | 128 | Freemium | [Comparer](https://openaitools.app/fr/compare/miros-vs-pisearch) |

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