무료 / 오픈소스실시간 웹 인용과 프런티어 추론 모델을 결합한 실시간 AI 답변 엔진이자 리서치 워크스페이스.
Miros는 월간 방문 1,899, 전월 대비 성장률 -13.7%, 가격 문의 가격 모델을 기록합니다. Raventic는 월간 방문 479, 성장률 +1.7%, 가격 문의 가격 모델을 기록합니다.

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.

이커머스를 위한 시맨틱·비주얼 AI 검색 및 추천
| 항목 / 지표 | ![]() | ![]() |
|---|---|---|
| 공식 도메인 | miros.ai | raventic.com |
| 가격 모델 | 가격 문의 | 가격 문의 |
| 월간 방문 수 | 1.9천 (1,899) | 479 (479) |
| 전월 대비 트래픽 변화량 | -301 (-13.7%) | +8 (+1.7%) |
| 주요 시장 및 점유율 | 🇬🇧 영국 (93.7%) | 🇸🇰 슬로바키아 (100%) |
| 월 직접 방문 수 | 748 | 209 |
| 사용자 평점 | 4.3 | 3.9 |
| 지원 플랫폼 | 웹사이트 | 웹사이트 |

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 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.

이커머스를 위한 시맨틱·비주얼 AI 검색 및 추천
NLP와 이미지 인식으로 쿼리의 의미와 의도를 이해해 문자 그대로의 키워드 매칭을 넘어섭니다.
탐색 지속, 시즌·우선 상품 노출, 상황 인식 업셀을 지원하는 추천 모듈.
전체 카탈로그를 탐색하고 브랜드 목소리로 24시간 응답하는 매장 내 AI 어시스턴트.
검색과 추천 성과를 모니터링하고 전환 요인을 파악하는 대시보드.
무료 / 오픈소스실시간 웹 인용과 프런티어 추론 모델을 결합한 실시간 AI 답변 엔진이자 리서치 워크스페이스.

무료 / 오픈소스인용 포함 리서치 페이지를 대신 작성해주는 에이전트 검색

무료 / 오픈소스Semantic Scholar is a free, non-commercial academic search engine built by the Allen Institute for AI (Ai2). It indexes more than 240 million papers from every field of science and uses machine learning to extract meaning from abstracts, citations, figures and tables, so researchers find relevant work faster than with keyword-only search.
무료 / 오픈소스Semantic Scholar is a free, non-commercial academic search engine built by the Allen Institute for AI (Ai2). It indexes more than 240 million papers from every field of science and uses machine learning to extract meaning from abstracts, citations, figures and tables, so researchers find relevant work faster than with keyword-only search.
무료 / 오픈소스Metaso AI (秘塔AI搜索) is a Chinese AI search engine that returns synthesized, source-backed answers instead of an ad-filled list of links. It searches the open web, document libraries, and academic literature, then organizes results into structured reports with citations you can trace.
무료 / 오픈소스Metaso AI (秘塔AI搜索) is a Chinese AI search engine that returns synthesized, source-backed answers instead of an ad-filled list of links. It searches the open web, document libraries, and academic literature, then organizes results into structured reports with citations you can trace.
무료 / 오픈소스가독성을 색으로 보여 주는 글쓰기 편집기

무료 / 오픈소스WinningHunter is an ecommerce research platform that combines a multi-platform ad library, a database of tracked Shopify stores, TikTok Shop trend data and AI search so sellers can see what is already scaling before they spend on their own campaigns.
무료 / 오픈소스WinningHunter is an ecommerce research platform that combines a multi-platform ad library, a database of tracked Shopify stores, TikTok Shop trend data and AI search so sellers can see what is already scaling before they spend on their own campaigns.

특화 강점Stylitics is an enterprise retail AI platform that turns product catalogs into shoppable outfit experiences, generates on-brand product imagery, and delivers real-time personalization for apparel, footwear, beauty, home and other verticals.

무료 / 오픈소스쇼퍼가 떠나기 전에 대화를 시작하는 에이전틱 커머스 AI