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features
design
support

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Description

Koral serves as a visual product discovery platform specifically designed for e-commerce retailers and real estate companies. It enhances websites with an embeddable widget or REST API that incorporates image-based product search, similar product discovery, and shoppable image experiences. Retailers can utilize catalog feeds to generate search results and related product recommendations that include matching sets, complementary suggestions, outfit bundles, stylist advice, and virtual try-on capabilities. Additionally, its Shop the Look feature allows editorial images or videos to be transformed into browsable product combinations, while the integrated analytics monitor shopper interactions. Teams have the flexibility to configure discovery functionalities and adjust feed settings, while developers can link custom storefronts using well-documented endpoints. Koral is versatile, supporting retail applications across various sectors such as fashion, home and interior, electronics, toys, and sports, while also providing resources for visual home exploration and room visualization. This platform effectively bridges the gap between visual content and product availability, enriching the shopping experience for consumers.

Description

Visual Layer is a production-grade platform built for teams handling image and video datasets at scale. It enables direct interaction with visual data—searching, filtering, labeling, and analyzing—without needing custom scripts or manual sorting. Originally developed by the creators of Fastdup, it extends the same deduplication capabilities into full dataset workflows. Designed to be infrastructure-agnostic, Visual Layer can run entirely on-premise, in the cloud, or embedded via API. It's model-agnostic too, making it useful for debugging, cleaning, or pretraining tasks in any ML pipeline. The system flags anomalies, catch mislabeled frames, and surfaces diverse subsets to improve generalization and reduce noise. It fits into existing pipelines without requiring migration or vendor lock-in, and supports engineers and ops teams alike.

API Access

Has API Yes 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Amazon Web Services (AWS) No 
CVAT No 
Google Cloud Platform No 
Google Tag Manager Yes 
Labelbox No 
Magento Yes 
Microsoft Azure No 
Shopify Yes 
WooCommerce Yes 

Integrations

Amazon Web Services (AWS) Yes 
CVAT Yes 
Google Cloud Platform Yes 
Google Tag Manager No 
Labelbox Yes 
Magento No 
Microsoft Azure Yes 
Shopify No 
WooCommerce No 

Pricing Details

$299/month
Starter is $299/month for 1 domain and up to 500 products; Pro is $499/month for 1 domain and up to 5,000 products. Both include unlimited searches and usage, two daily feed updates, and Slack support. Additional domains cost 50% of the plan price. Enterprise is $1,000–$4,000/month for up to 4.5 million products, with up to eight daily feed updates, Slack support, custom features, and additional domains at 50% of the plan price.
Free Trial No 
Free Version No 

Pricing Details

$200/month
Final pricing depends on several factors, including:

The format and resolution of your data
Total dataset size (duration and storage)
Infrastructure preference (e.g. Cloud vs. On-Demand instances)
And other possible circumstances and details
Free Trial Yes 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises Yes 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Koral ApS

Founded

2022

Country

Denmark

Website

koral.nu/

Vendor Details

Company Name

Visual Layer

Founded

2022

Country

Israel

Website

visual-layer.com

Product Features

Visual Search

Barcode Recognition No 
Catalog Management No 
Customer Activity Tracking No 
Filtering No 
IP Protection No 
Image Tagging No 
Mobile App No 
Optical Character Recognition No 
Product Recommendations No 
Product Search No 
Reverse Image Search No 
Video Search No 

Product Features

Artificial Intelligence

Chatbot No 
For Healthcare Yes 
For Sales No 
For eCommerce No 
Image Recognition Yes 
Machine Learning Yes 
Multi-Language No 
Natural Language Processing Yes 
Predictive Analytics No 
Process/Workflow Automation No 
Rules-Based Automation No 
Virtual Personal Assistant (VPA) No 

Computer Vision

Blob Detection & Analysis Yes 
Building Tools No 
Image Processing Yes 
Multiple Image Type Support Yes 
Reporting / Analytics Integration Yes 
Smart Camera Integration Yes 

Data Extraction

Disparate Data Collection No 
Document Extraction No 
Email Address Extraction No 
IP Address Extraction No 
Image Extraction No 
Phone Number Extraction No 
Pricing Extraction No 
Web Data Extraction No 

Data Management

Customer Data No 
Data Analysis No 
Data Capture No 
Data Integration No 
Data Migration No 
Data Quality Control No 
Data Security No 
Information Governance No 
Master Data Management No 
Match & Merge No 

Qualitative Data Analysis

Annotations No 
Collaboration Yes 
Data Visualization Yes 
Media Analytics No 
Mixed Methods Research Yes 
Multi-Language No 
Qualitative Comparative Analysis No 
Quantitative Content Analysis No 
Sentiment Analysis No 
Statistical Analysis No 
Text Analytics No 
User Research Analysis No 

Visual Search

Barcode Recognition Yes 
Catalog Management No 
Customer Activity Tracking No 
Filtering Yes 
IP Protection No 
Image Tagging Yes 
Mobile App No 
Optical Character Recognition Yes 
Product Recommendations No 
Product Search No 
Reverse Image Search No 
Video Search Yes 

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