ShelfWatch vs Amazon Rekognition in June 2026

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83% SW Score The SW Score ranks the products within a particular category on a variety of parameters, to provide a definite ranking system. Read more

ShelfWatch

Image Recognition Software

4.7 11 user ratings

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91% SW Score The SW Score ranks the products within a particular category on a variety of parameters, to provide a definite ranking system. Read more

Amazon Rekognition

Image Recognition Software

4.6 29 user ratings

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Featured

77% SW Score The SW Score ranks the products within a particular category on a variety of parameters, to provide a definite ranking system. Read more

lenso.ai

Image Recognition Software

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Featured

78% SW Score The SW Score ranks the products within a particular category on a variety of parameters, to provide a definite ranking system. Read more

Eyematch AI

Image Recognition Software

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Overview

Description

ShelfWatch is an adequate image recognition platform helping out businesses with their sales force productivity enhancement, improvement of shelf condition-based insights and incremental sales. The particular software assures >95% SKU level based recognition accuracy, actionable real-time updates to act upon, one-time image training, scoring benefits and seamless integration with pre-existing tools alike. The platform conducts a detailed calculation of individual KPIs that can be personalised as per need to provide a comprehensive picture of user-specific store execution. Inbuilt metrics goes as Planogram Compliance, Share of Shelf, POSM Compliance, Price Tag Compliance, On-Shelf Availability along with End Caps and Gondola Compliance. The platform stores cookies on the user’s computer, that can be used to provide a personalised experience. To provide exclusive security, none of the user-specific information is tracked down by ShelfWatch. User-specific names and contact numbers collected by the software are protected under stringent security policies, eliminating out all potential chances of theft, disclosure, unauthorised access, modification and copying. Read more

Amazon Rekognition is a cloud-based image recognition platform, offering computer vision technology that provides software as a service. It allows you to easily integrate picture and video analysis into your apps using proven, highly scalable deep learning technology that doesn't require any machine learning experience. With Amazon Rekognition, users can easily recognize objects, people, text, settings, and actions, as well as to detect any improper information in photos and videos. You can also use a model to categorize specific machine parts on your manufacturing line or to detect sick plants. All you have to do is provide photos of the items or situations you wish to identify, and the platform will take care of the rest. It additionally assists the user in distinguishing possibly risky or unseemly content across both picture and video resources and permits you to precisely control what you need to permit depending on your necessities. The software offers a free trial that allows you to analyze 5,000 pictures each month and save 1,000 pieces of face metadata per month. Read more

Lenso.ai is a platform specializing in reverse image search. Thanks to the advanced AI technology implemented on lenso.ai, you can easily start face search or look for places, duplicates of photographs, as well as related or similar images. AI-powered technology transforms the reverse image search, making it faster, easier, and more accurate Read more

Eyematch.ai is an AI-powered facial recognition search platform that enables users to find where a person’s face appears across publicly available images on the internet. By uploading a photo, the platform analyzes facial features such as structure and proportions, then scans millions of online sources to identify exact or visually similar matches. It goes beyond traditional reverse image search by recognizing faces across different angles, lighting conditions, and image variations. Designed with a strong focus on privacy and accuracy, Eyematch.ai helps individuals, businesses, and professionals monitor their digital footprint, detect unauthorized image use, and verify identities efficiently. Read more

Pricing Options

Free Trial Not Available
Offers Custom plan.

Free Trial Not Available
Starts at $0.1. Offers Free-forever plan.

Free Trial Available
Starts at $19.99.

Free Trial Not Available
Starts at $20.99.

SW Score & Breakdown

83% SW Score The SW Score ranks the products within a particular category on a variety of parameters, to provide a definite ranking system. Read more

Features The Feature Score % is calculated using the weighted average method, where core features hold more weight in the final calculation. Read more

81%
Reviews

77%
Momentum

61%
Popularity

64%

91% SW Score The SW Score ranks the products within a particular category on a variety of parameters, to provide a definite ranking system. Read more

Features The Feature Score % is calculated using the weighted average method, where core features hold more weight in the final calculation. Read more

89%
Reviews

85%
Momentum

67%
Popularity

71%

77% SW Score The SW Score ranks the products within a particular category on a variety of parameters, to provide a definite ranking system. Read more

Features The Feature Score % is calculated using the weighted average method, where core features hold more weight in the final calculation. Read more

79%
Reviews

60%
Momentum

60%
Popularity

65%

78% SW Score The SW Score ranks the products within a particular category on a variety of parameters, to provide a definite ranking system. Read more

Features The Feature Score % is calculated using the weighted average method, where core features hold more weight in the final calculation. Read more

72%
Reviews

60%
Momentum

60%
Popularity

67%

Features

Total Features	5 Features	10 Features	5 Features	4 Features
Common Features for All	Auto-tagging (Image) Helps to quickly analyze images and automatically tag scenes, objects, faces, and others Celebrity Recognition Helps to recognize popular, noteworthy, and prominent individuals Custom Classification Helps to create and train custom image classifiers with your own image collections. Explicit Content Detection Enables to detect explicit and unsafe scenes or elements Face Comparision Helps you measure the likelihood of two faces are of the same person Facial Analysis Detect faces and find facial attributes Facial Recognition Helps to find faces with similar facial features from a large collection of an image database Image Classification Classify images using pre-defined labels in the library Object Detection Helps to detect objects like plants, furniture, vehicles, and more within an image PPE Detection Helps to detect if a person is wearing masks, face covers, hand covers, and other protective equipment Popular Place Recognition Helps to detect popular iconic places and monuments Product Search Helps to search product information that includes price, brand, description, and more on the web Scene Detection Helps to detect scenes like landscapes, sunset, and more within an image Text in Image Automatically identifies the text and language using OCR + 2 More - Show Less	Auto-tagging (Image) Helps to quickly analyze images and automatically tag scenes, objects, faces, and others Celebrity Recognition Helps to recognize popular, noteworthy, and prominent individuals Custom Classification Helps to create and train custom image classifiers with your own image collections. Explicit Content Detection Enables to detect explicit and unsafe scenes or elements Face Comparision Helps you measure the likelihood of two faces are of the same person Facial Analysis Detect faces and find facial attributes Facial Recognition Helps to find faces with similar facial features from a large collection of an image database Image Classification Classify images using pre-defined labels in the library Object Detection Helps to detect objects like plants, furniture, vehicles, and more within an image PPE Detection Helps to detect if a person is wearing masks, face covers, hand covers, and other protective equipment Popular Place Recognition Helps to detect popular iconic places and monuments Product Search Helps to search product information that includes price, brand, description, and more on the web Scene Detection Helps to detect scenes like landscapes, sunset, and more within an image Text in Image Automatically identifies the text and language using OCR + 7 More - Show Less	Auto-tagging (Image) Helps to quickly analyze images and automatically tag scenes, objects, faces, and others Celebrity Recognition Helps to recognize popular, noteworthy, and prominent individuals Custom Classification Helps to create and train custom image classifiers with your own image collections. Explicit Content Detection Enables to detect explicit and unsafe scenes or elements Face Comparision Helps you measure the likelihood of two faces are of the same person Facial Analysis Detect faces and find facial attributes Facial Recognition Helps to find faces with similar facial features from a large collection of an image database Image Classification Classify images using pre-defined labels in the library Object Detection Helps to detect objects like plants, furniture, vehicles, and more within an image PPE Detection Helps to detect if a person is wearing masks, face covers, hand covers, and other protective equipment Popular Place Recognition Helps to detect popular iconic places and monuments Product Search Helps to search product information that includes price, brand, description, and more on the web Scene Detection Helps to detect scenes like landscapes, sunset, and more within an image Text in Image Automatically identifies the text and language using OCR + 2 More - Show Less	Auto-tagging (Image) Helps to quickly analyze images and automatically tag scenes, objects, faces, and others Celebrity Recognition Helps to recognize popular, noteworthy, and prominent individuals Custom Classification Helps to create and train custom image classifiers with your own image collections. Explicit Content Detection Enables to detect explicit and unsafe scenes or elements Face Comparision Helps you measure the likelihood of two faces are of the same person Facial Analysis Detect faces and find facial attributes Facial Recognition Helps to find faces with similar facial features from a large collection of an image database Image Classification Classify images using pre-defined labels in the library Object Detection Helps to detect objects like plants, furniture, vehicles, and more within an image PPE Detection Helps to detect if a person is wearing masks, face covers, hand covers, and other protective equipment Popular Place Recognition Helps to detect popular iconic places and monuments Product Search Helps to search product information that includes price, brand, description, and more on the web Scene Detection Helps to detect scenes like landscapes, sunset, and more within an image Text in Image Automatically identifies the text and language using OCR + 1 More - Show Less

Technical Details

Organization Types Supported	Individuals Freelancers Large Enterprises Medium Business Small Business	Individuals Freelancers Large Enterprises Medium Business Small Business	Individuals Freelancers Large Enterprises Medium Business Small Business	Not available
Platforms Supported	SaaS/Web/Cloud Mobile - Android Mobile - iOS	SaaS/Web/Cloud Mobile - Android Mobile - iOS	SaaS/Web/Cloud Mobile - Android Mobile - iOS	Not available
Modes of Support	Online	Online	Online	Not available
API Support	NA	Available	Available

Reviews & Ratings

User Rating	4.7/5 11 user ratings	4.6/5 29 user ratings	Not Available	Not Available
Rating Distribution	Excellent 72.7% Very Good 27.3% Average 0% Poor 0% Terrible 0%	Excellent 62.1% Very Good 34.5% Average 0% Poor 3.4% Terrible 0%	Not Available	Not Available
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AI-Generated from the text of User Reviews

Pricing

Pricing Options	Free Trial Not Available Offers Custom plan.	Free Trial Not Available Starts at $0.1. Offers Free-forever plan.	Free Trial Available Starts at $19.99.	Free Trial Not Available Starts at $20.99.
Pricing Plans Monthly Plans Annual Plans	ShelfWatch Custom	Free Tier Free Amazon Rekognition Video Pricing $0.10 $0.10	Starter $19.99 $19.99 per month Professional $69.99 $69.99 per user / month Developer $2,800.00 $2,800.00 per month	One Plan $20.99 $20.99 per month
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