
Free / Open-sourceYour agentic AI business team for global e-commerce and sourcing
Free / Open-sourceYour agentic AI business team for global e-commerce and sourcing
Miros records 1,899 monthly visits with -13.7% month-over-month growth and Contact for Pricing pricing. MOSSO records 1,370,961 monthly visits with +26.1% growth and Paid pricing.

AI that knows what shoppers want — without asking them
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | miros.ai | mosso.ai |
| Pricing Model | Contact for Pricing | Paid |
| Monthly Visits | 1.9K (1,899) | 1.37M (1,370,961) |
| MoM Traffic Delta | -301 (-13.7%) | +283.99K (+26.1%) |
| Primary Market & Share | 🇬🇧 United Kingdom (93.7%) | 🇺🇸 United States (93.5%) |
| Direct Visits / mo | 748 | 199.68K |
| User Rating | 4.3 | 4 |
| Supported Platforms | Website | Website |

AI that knows what shoppers want — without asking them
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.
The AI extracts thousands of visual and semantic attributes per product image, so catalogues do not need manual tagging to work with the platform.
Contradictory signals are synthesised into a coherent profile that then powers search, browse, recommendations and shop-the-look together.
A single visual layer for ecommerce that lets shoppers discover products through images and behaviour rather than typed keywords.

AI personal styling with color analysis, virtual try-on, and daily outfit ideas
Reveals the color palette that brings balance and ease to your wardrobe, so choosing what to wear stops feeling like guesswork.
Preview outfits and individual pieces on a representation of your own body to judge fit, proportion, and balance before you commit.
Ongoing combinations generated around your palette and proportions, designed to reduce decision fatigue each morning.
Helps you understand which silhouettes and shapes support your body, so pieces work together instead of standing alone.

Free / Open-sourceYour agentic AI business team for global e-commerce and sourcing
Free / Open-sourceYour agentic AI business team for global e-commerce and sourcing

Conversational AI and helpdesk built for ecommerce brands

Free / Open-sourceAn AI shopping agent that shortlists only the top 1% of products for you
Free / Open-sourceAn AI shopping agent that shortlists only the top 1% of products for you

SpecialistSpecializes specifically in personal color analysis to determine seasonal palettes rather than full wardrobe management.
SpecialistSpecializes specifically in personal color analysis to determine seasonal palettes rather than full wardrobe management.

Free / Open-sourceAd spy and store-tracking platform for ecommerce teams that want proof before they launch
Free / Open-sourceAd spy and store-tracking platform for ecommerce teams that want proof before they launch
SpecialistProvides higher-fidelity virtual try-on capabilities and developer APIs, focusing more on e-commerce and creative fashion imagery.
SpecialistProvides higher-fidelity virtual try-on capabilities and developer APIs, focusing more on e-commerce and creative fashion imagery.

SpecialistFocuses strictly on selfie-based seasonal color analysis and virtual color testing rather than complete outfit generation.
SpecialistFocuses strictly on selfie-based seasonal color analysis and virtual color testing rather than complete outfit generation.

SpecialistRetail AI platform for AI outfitting, product imagery and real-time personalization
SpecialistRetail AI platform for AI outfitting, product imagery and real-time personalization

Free / Open-sourceAgentic commerce AI that starts the sale before a shopper leaves
Free / Open-sourceAgentic commerce AI that starts the sale before a shopper leaves
Free / Open-sourceAI-powered search, recommendations and product discovery for e-commerce
Free / Open-sourceAI-powered search, recommendations and product discovery for e-commerce

SpecialistDelivers a robust browser-based virtual fitting room for testing garment and accessory combinations on custom portraits.
SpecialistDelivers a robust browser-based virtual fitting room for testing garment and accessory combinations on custom portraits.

Builds daily outfits directly from your existing wardrobe using AI, focusing heavily on closet organization and planning.
Builds daily outfits directly from your existing wardrobe using AI, focusing heavily on closet organization and planning.