Free / Open-sourceReal-time AI answer engine and research workspace combining live web citations with frontier reasoning models.
#1Miros records 1,899 monthly visits with -13.7% month-over-month growth and Contact for Pricing pricing. Raventic records 479 monthly visits with +1.7% growth and Contact for Pricing pricing.

Semantic and visual AI search plus recommendations for e-commerce
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | miros.ai | raventic.com |
| Pricing Model | Contact for Pricing | Contact for Pricing |
| Monthly Visits | 1.9K (1,899) | 479 (479) |
| MoM Traffic Delta |
| -301 (-13.7%) |
| +8 (+1.7%) |
| Primary Market & Share | 🇬🇧 United Kingdom (93.7%) | 🇸🇰 Slovakia (100%) |
|---|
| Direct Visits / mo | 748 | 209 |
|---|
| User Rating | 4.3 | 3.9 |
|---|
| 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.

Semantic and visual AI search plus recommendations for e-commerce
Understanding the meaning and intent behind a query using NLP and image recognition instead of literal keyword matching.
Recommendation modules for keeping shoppers browsing, promoting seasonal or priority items, and upselling add-ons with context awareness.
An in-store AI assistant that navigates the full catalog and answers shoppers in the brand's voice, around the clock.
A dashboard for monitoring search and recommendation performance and understanding which factors drive conversions.
Free / Open-sourceReal-time AI answer engine and research workspace combining live web citations with frontier reasoning models.
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Free / Open-sourceAd-free AI search that takes you straight to the answer
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