Best Image Recognition Software - Page 2

How Many Image Recognition Software Products Does G2 Track?

Total Products under this Category: 664

Category Stats (Sep 2026)

  • Average Rating: 4.42/5 (↓0.03 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Deepdream (+5.29%) - Among all products in this category, Deepdream recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Image Recognition Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 1,900+ Authentic Reviews
  • 664+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Image Recognition Software

G2 Grid® for Image Recognition Software plotting products by satisfaction and market presence

Highlighted products: Google Cloud Vision API, Roboflow, Claude, Video AI, Google Cloud AutoML Vision, Microsoft Computer Vision API, Deepdream, and Amazon Rekognition.

Underlying data: [Grid® JSON](https://www.g2.com/categories/image-recognition/grids.json?focus%5B%5D=google-cloud-vision-api&focus%5B%5D=roboflow&focus%5B%5D=claude-2025-12-11&focus%5B%5D=video-ai&focus%5B%5D=google-cloud-automl-vision&focus%5B%5D=microsoft-computer-vision-api&focus%5B%5D=deepdream&focus%5B%5D=amazon-rekognition)

Luxand.cloud

Advanced Facial Search and Recognition API. Luxand.Cloud stands at the forefront of facial recognition technology, crafting a future where security seamlessly intertwines with innovation. With precision and sophistication, our cutting-edge solutions redefine the landscape of identity verification. Elevate your digital security with seamless access control, unlocking a personalized and fortified experience. Trust in Luxand.Cloud to lead the way in safeguarding your digital frontier with unparalleled reliability. Join us on the journey to redefine the boundaries of security in the digital age. Luxand.cloud supports: - Face detection - Face recognition - Face verification - Emotion recognition - Facial landmark detection - Liveness detection - Face cropping

Average Rating: 4.8/5.0

Total Reviews: 10

How Do G2 Users Rate Luxand.cloud?

  • Object Detection: 9.3/10 (Category avg: 8.8/10)
  • Ease of Use: 9.6/10 (Category avg: 8.8/10)
  • Custom Image Detection: 9.2/10 (Category avg: 8.5/10)
  • Bounding Boxes: 9.7/10 (Category avg: 8.3/10)

Who Is the Company Behind Luxand.cloud?

Who Uses This Product?

  • Company Size: 90% Medium, 10% Small

What Are Recent G2 Reviews of Luxand.cloud?

Syte

Syte is the world’s first product discovery platform. Powered by visual AI, we’re spearheading the evolution of eCommerce by enabling brands and retailers to seamlessly connect shoppers with products they love. Our solutions, including camera search, personalization engines, and smart in-store tools, empower shoppers to discover and purchase products in the same way they live their lives -- instant, intuitive, visual. Leading brands and retailers partner with Syte to provide on-demand, hyper-personalized experiences that drive conversion, increase average order value, and spark lifelong loyalty. for more information visit www.syte.ai

Average Rating: 4.6/5.0

Total Reviews: 76

How Do G2 Users Rate Syte?

  • Object Detection: 9.0/10 (Category avg: 8.8/10)
  • Ease of Use: 9.0/10 (Category avg: 8.8/10)
  • Custom Image Detection: 9.2/10 (Category avg: 8.5/10)
  • Bounding Boxes: 8.6/10 (Category avg: 8.3/10)

Who Is the Company Behind Syte?

  • Seller: Syte
  • Year Founded: 2015
  • HQ Location: Tel Aviv
  • Twitter: @SyteAI
    686 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    63 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Retail, Apparel & Fashion
  • Company Size: 41% Large, 38% Medium

What Are Recent G2 Reviews of Syte?

What Are G2 Users Discussing About Syte?

SmartClick

SmartClick is a full-service software provider delivering Artificial Intelligence and Machine Learning solutions for Enterprises.

Average Rating: 4.4/5.0

Total Reviews: 14

How Do G2 Users Rate SmartClick?

  • Object Detection: 8.6/10 (Category avg: 8.8/10)
  • Ease of Use: 8.8/10 (Category avg: 8.8/10)
  • Custom Image Detection: 8.8/10 (Category avg: 8.5/10)
  • Bounding Boxes: 8.3/10 (Category avg: 8.3/10)

Who Is the Company Behind SmartClick?

Who Uses This Product?

  • Company Size: 71% Small, 21% Large

What Do G2 Reviewers Say About SmartClick?

AI-generated summary from verified user reviews

Pros
  • Users praise the seamless communication of SmartClick, enabling effective campaign management and interactive user engagement.
  • Users value the efficiency of SmartClick, which streamlines complex marketing processes for effective campaign management.
  • Users appreciate the ease of use and accessibility of SmartClick, finding it easy to implement and integrate.
  • Users are impressed by the AI technology of SmartClick, enhancing their logo and image representation creatively.
  • Users value the automation capabilities of SmartClick, significantly boosting productivity with intuitive AI tools.
Cons
  • Users find the limited functionality of SmartClick frustrating, especially when filtering data becomes problematic.
  • Users report accuracy issues with SmartClick, leading to incorrect results and a frustrating experience.
  • Users find some functionalities of SmartClick to be expensive and question if they justify the price.
  • Users feel a lack of guidance makes fully utilizing SmartClick challenging and prevents them from maximizing its potential.
  • Users find the navigation issues of SmartClick overwhelming, making it hard to quickly access necessary features.

What Are Recent G2 Reviews of SmartClick?

Vue.ai

Vue.ai — Your AI Orchestration Platform 1. The efficient movement of clean, multi-modal, AI-enriched datasets that grow and change with time, are connected to multiple applications with no divergence of data, with an accurate representation of lineage 2. Real-time orchestration of models, a federated intelligence engine applied contextually while observing changing data, interactions with it from end users, and responding to it appropriately, allowing for more optimal set of outcomes 3. Deep connection between workflows, a seamless end-to-end automated approach for a connected enterprise with minimal repetitive human intervention

Average Rating: 4.6/5.0

Total Reviews: 50

How Do G2 Users Rate Vue.ai?

  • Object Detection: 7.8/10 (Category avg: 8.8/10)
  • Ease of Use: 8.9/10 (Category avg: 8.8/10)
  • Custom Image Detection: 7.2/10 (Category avg: 8.5/10)
  • Bounding Boxes: 7.5/10 (Category avg: 8.3/10)

Who Is the Company Behind Vue.ai?

  • Seller: Mad Street Den
  • Year Founded: 2016
  • HQ Location: Redwood City, California
  • Twitter: @vue_ai
    13,112 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    34 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Apparel & Fashion, Retail
  • Company Size: 41% Medium, 29% Large

What Are Recent G2 Reviews of Vue.ai?

What Are G2 Users Discussing About Vue.ai?

SimpleCV

SimpleCV is an open source framework for building computer vision applications, user can get access to several high-powered computer vision libraries such as OpenCV without having to learn about bit depths, file formats, color spaces, buffer management, eigenvalues, or matrix versus bitmap storage.

Average Rating: 4.5/5.0

Total Reviews: 10

How Do G2 Users Rate SimpleCV?

  • Ease of Use: 9.0/10 (Category avg: 8.8/10)

Who Is the Company Behind SimpleCV?

  • Seller: Sight Machine
  • Year Founded: 2011
  • HQ Location: San Francisco, CA
  • Twitter: @sightmachine
    1,128 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    64 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 50% Medium, 40% Small

What Are Recent G2 Reviews of SimpleCV?

What Are G2 Users Discussing About SimpleCV?

Microsoft Video API

Microsoft Video API is a cloud-based API that provides advanced algorithms for tracking faces, detecting motion, stabilizing and creating thumbnails from video, it allows user to build more personalized and intelligent apps by understanding and automatically transforming video content.

Average Rating: 3.8/5.0

Total Reviews: 14

How Do G2 Users Rate Microsoft Video API?

  • Ease of Use: 7.8/10 (Category avg: 8.8/10)

Who Is the Company Behind Microsoft Video API?

  • Seller: Microsoft
  • Year Founded: 1975
  • HQ Location: Redmond, Washington
  • Twitter: @microsoft
    13,091,739 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    231,632 employees on LinkedIn®
  • Ownership: MSFT

Who Uses This Product?

  • Company Size: 57% Small, 21% Large

What Are Recent G2 Reviews of Microsoft Video API?

What Are G2 Users Discussing About Microsoft Video API?

OpenCV

OpenCV is a tool that has has C++, C, Python and Java interfaces and supports Windows, Linux, Mac OS, iOS and Android for computational efficiency and with a strong focus on real-time applications, written in optimized C/C++, the library can take advantage of multi-core processing and enabled to take advantage of the hardware acceleration of the underlying heterogeneous compute platform

Average Rating: 4.5/5.0

Total Reviews: 40

How Do G2 Users Rate OpenCV?

  • Object Detection: 9.4/10 (Category avg: 8.8/10)
  • Ease of Use: 7.8/10 (Category avg: 8.8/10)
  • Custom Image Detection: 8.3/10 (Category avg: 8.5/10)
  • Bounding Boxes: 8.3/10 (Category avg: 8.3/10)

Who Is the Company Behind OpenCV?

  • Seller: OpenCV
  • Year Founded: 2000
  • HQ Location: N/A
  • Twitter: @opencvlibrary
    11,725 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    49 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 38% Small, 30% Large

What Are Recent G2 Reviews of OpenCV?

What Are G2 Users Discussing About OpenCV?

Vizit

Vizit is a groundbreaking predictive image analytics platform that uses artificial intelligence to measure, manage, and optimize the effectiveness of brand imagery. Ideal for ecommerce, research, and innovation teams, the Vizit platform empowers teams to capture attention and drive sales faster, more efficiently, and more cost-effectively than ever before. Vizit’s technology harnesses the organic interactions millions of consumers have with online commercial imagery to generate new AI-powered models of their visual preferences. These models, called Audience Lenses, give brands the ability to evaluate visual content and new concepts “through the eyes” of their target audiences, ensuring the images used to represent their products are effective at capturing their desired audience’s attention and are able to trigger conversion. Today, Vizit has enterprise customers in 10 countries across a range of industries, including several of the top 10 largest food and beverage companies, the largest motorcycle manufacturer, and the largest cosmetics and beauty company in the world. Discover more at https://www.vizit.com/.

Average Rating: 4.5/5.0

Total Reviews: 11

How Do G2 Users Rate Vizit?

  • Object Detection: 7.5/10 (Category avg: 8.8/10)
  • Ease of Use: 8.0/10 (Category avg: 8.8/10)
  • Custom Image Detection: 5.0/10 (Category avg: 8.5/10)
  • Bounding Boxes: 5.8/10 (Category avg: 8.3/10)

Who Is the Company Behind Vizit?

Who Uses This Product?

  • Top Industries: Consumer Goods
  • Company Size: 82% Large, 18% Small

What Do G2 Reviewers Say About Vizit?

AI-generated summary from verified user reviews

Pros
  • Users value the incredible customer support from the Vizit team, always ready to assist with any inquiries.
  • Users value the comprehensive support and adaptability of Vizit, enhancing insights and usability across various business needs.
  • Users commend the strong team collaboration of Vizit, enhancing support and driving successful tool adoption across organizations.
  • Users love the ease of use of Vizit, enabling quick insights and efficient content optimization.
  • Users value the intelligent AI technology of Vizit, enhancing their design process and improving content performance.
Cons
  • Users report accuracy issues with insights, leading to confusion and challenges in relying on the results.
  • Users find Vizit expensive, particularly due to costly implementation across multiple markets, limiting its global applicability.
  • Users note that integration issues are limiting Vizit's adoption due to costly implementation and unclear sales connections.
  • Users desire an enhancement in the limited functionality of Vizit, particularly for more robust batch processing capabilities.

What Are Recent G2 Reviews of Vizit?

Azure Face API

Azure Face API uses state-of-the-art cloud-based face algorithms to detect and recognize human faces in images.Its capabilities include features like face detection, face verification, and face grouping to organize faces into groups based on their visual similarity.

Average Rating: 3.8/5.0

Total Reviews: 12

How Do G2 Users Rate Azure Face API?

  • Ease of Use: 8.2/10 (Category avg: 8.8/10)

Who Is the Company Behind Azure Face API?

  • Seller: Microsoft
  • Year Founded: 1975
  • HQ Location: Redmond, Washington
  • Twitter: @microsoft
    13,091,739 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    231,632 employees on LinkedIn®
  • Ownership: MSFT

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 67% Small, 17% Medium

What Are Recent G2 Reviews of Azure Face API?

MiniAiLive Face Recognition

NIST FRVT Top Ranked Face Recognition, iBeta 2 Certified Liveness Detection Engine on Mobile. MiniAiLive is a provider of Touchless Biometrics Authentication, ID verification solutions. We offer strong security solutions with cutting-edge technologies for facial recognition, liveness detection, and ID document recognition. We also ensure that these solutions seamlessly integrate with our clients’ existing systems. https://miniai.live/

Average Rating: 5.0/5.0

Total Reviews: 12

How Do G2 Users Rate MiniAiLive Face Recognition?

  • Object Detection: 9.4/10 (Category avg: 8.8/10)
  • Ease of Use: 9.4/10 (Category avg: 8.8/10)
  • Custom Image Detection: 9.6/10 (Category avg: 8.5/10)
  • Bounding Boxes: 9.4/10 (Category avg: 8.3/10)

Who Is the Company Behind MiniAiLive Face Recognition?

  • Seller: FDT LLC
  • Year Founded: 2023
  • HQ Location: Dartford, GB
  • Twitter: @wx5768
    17 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 92% Small, 8% Medium

What Are Recent G2 Reviews of MiniAiLive Face Recognition?

NVIDIA Deep Learning GPU Training System (DIGITS)

NVIDIA Deep Learning GPU Training System (DIGITS) deep learning for data science and research to quickly design deep neural network (DNN) for image classification and object detection tasks using real-time network behavior visualization.

Average Rating: 4.5/5.0

Total Reviews: 22

How Do G2 Users Rate NVIDIA Deep Learning GPU Training System (DIGITS)?

  • Object Detection: 7.9/10 (Category avg: 8.8/10)
  • Ease of Use: 8.3/10 (Category avg: 8.8/10)
  • Custom Image Detection: 8.8/10 (Category avg: 8.5/10)
  • Bounding Boxes: 8.8/10 (Category avg: 8.3/10)

Who Is the Company Behind NVIDIA Deep Learning GPU Training System (DIGITS)?

  • Seller: NVIDIA
  • Year Founded: 1993
  • HQ Location: Santa Clara, CA
  • Twitter: @nvidia
    2,582,827 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    48,229 employees on LinkedIn®
  • Ownership: NVDA

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 52% Small, 35% Medium

What Are Recent G2 Reviews of NVIDIA Deep Learning GPU Training System (DIGITS)?

What Are G2 Users Discussing About NVIDIA Deep Learning GPU Training System (DIGITS)?

Dataloop

Dataloop is a cutting-edge AI Development Platform that's transforming the way organizations build AI applications. Our platform is meticulously crafted to cater to developers at the heart of the AI development process, making it simpler and more intuitive to work with data and AI models. Our comprehensive solution spans the full AI development lifecycle, offering tools and functionalities that streamline data management, annotation, model selection, and deployment. Dataloop's platform is built with a focus on collaboration, allowing developers, data scientists, and engineers to work together seamlessly, breaking down traditional silos and fostering innovation. Key features include an intuitive drag-and-drop interface for constructing data pipelines, a vast library of pre-built AI elements and models, and robust data curation and annotation capabilities. These features are designed to empower developers to rapidly prototype, iterate, and deploy AI solutions, keeping pace with the fast-evolving demands of the market. Dataloop is committed to advancing AI development by providing a developer-centric platform that addresses the complexities and challenges of AI and data management. Our vision is to democratize AI development, enabling every organization to harness the power of AI and drive forward their innovative solutions.

Average Rating: 4.4/5.0

Total Reviews: 87

How Do G2 Users Rate Dataloop?

  • Object Detection: 9.0/10 (Category avg: 8.8/10)
  • Ease of Use: 8.8/10 (Category avg: 8.8/10)
  • Custom Image Detection: 8.7/10 (Category avg: 8.5/10)
  • Bounding Boxes: 9.4/10 (Category avg: 8.3/10)

Who Is the Company Behind Dataloop?

  • Seller: Dataloop
  • Year Founded: 2017
  • HQ Location: Herzliya, IL
  • LinkedIn® Page: www.linkedin.com
    52 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 39% Medium, 33% Small

What Do G2 Reviewers Say About Dataloop?

AI-generated summary from verified user reviews

Pros
  • Users find Dataloop's ease of use impressive, highlighting intuitive navigation and seamless integration into workflows.
  • Users value the annotation efficiency of Dataloop, appreciating its easy-to-use and intuitive interface.
  • Users appreciate the easy annotation capabilities of Dataloop, complimented by its simplistic and user-friendly interface.
  • Users appreciate the simple and easy-to-navigate user interface of Dataloop, enhancing their overall experience.
  • Users appreciate the easy integrations offered by Dataloop, enhancing their existing workflows effortlessly.
Cons
  • Users find the UI complexity of Dataloop confusing after recent changes, impacting their overall experience.
  • Users find the confusing syntax in Dataloop's UI changes impact their overall experience negatively.
  • Users find the difficult navigation after UI changes to be confusing and disruptive to their experience.
  • Users feel there is a lack of communication from the community, impacting support and user engagement.
  • Users suggest a lack of guidance in Dataloop, particularly for first-time users needing a demo section.

What Are Recent G2 Reviews of Dataloop?

What Are G2 Users Discussing About Dataloop?

Zippin

At Zippin, we help retailers reimagine their shopper experience by removing the friction of in-store shopping. We eliminate the checkout to give shoppers their time back and help retailers run their stores more efficiently with less demand for labor resources. Zippin is NOT self-checkout. Shoppers simply enter the store by swiping or tapping a credit card, take what they want, and zip out. There’s no line, no kiosk, and no mobile app required. Zippin is consistently first to market with new checkout-free concepts such as Zippin Walk-Up, Zippin Lane, and Zippin Walk-Up Outdoor. We have the most flexible platform available, supporting multiple payment gateways, campus cards, mobile wallets, loyalty programs, and more. Our API framework lets retailers and partners extend our platform’s capabilities with unique experiences like self-serve draft beer. Zippin is the leading expert in automating physical spaces through AI and computer vision. Our checkout-free technology powers more stores in sports and entertainment than all other providers combined. Premier events such as the Super Bowl, FIFA World Cup, NBA and MLB All-Star Games, and Taylor Swift’s Eras Tour have taken place at Zippin-powered sports venues. We are regularly recognized for our contributions, nominated in 2023 by Sports Business Journal for Venue Operations Tech of the Year and Tech Executive of the Year, recognized as an IDC Innovator for Computer Vision Automated Checkout, and winning SBJ’s 2022 Best Innovation award. For more information visit zippin.ai

Average Rating: 4.6/5.0

Total Reviews: 15

How Do G2 Users Rate Zippin?

  • Object Detection: 8.9/10 (Category avg: 8.8/10)
  • Ease of Use: 9.1/10 (Category avg: 8.8/10)
  • Custom Image Detection: 9.2/10 (Category avg: 8.5/10)
  • Bounding Boxes: 8.6/10 (Category avg: 8.3/10)

Who Is the Company Behind Zippin?

  • Seller: Zippin
  • Year Founded: 2018
  • HQ Location: San Francisco, California
  • Twitter: @getzippin
    545 Twitter followers
  • LinkedIn® Page: linkedin.com
    143 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 80% Small, 13% Medium

What Do G2 Reviewers Say About Zippin?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Zippin's checkout-free experience, significantly speeding up the shopping process.
  • Users love Zippin's innovative AI technology, making shopping seamless and boosting operational efficiency for businesses.
  • Users appreciate the time-saving checkout-free experience of Zippin, significantly reducing purchase time.
  • Users appreciate the efficiency of Zippin, enjoying rapid checkout and a smooth, hassle-free shopping experience.
  • Users commend Zippin for its reliable checkout-free technology, enhancing efficiency and providing an effortless shopping experience.
Cons
  • Users express concern over the limited functionality of Zippin, feeling it detracts from the customer experience.
  • Users report limited compatibility with certain products and store layouts, affecting their overall experience with Zippin.
  • Users find the complex setup of Zippin challenging, requiring significant thought about the target audience.
  • Users express concerns about privacy and security, highlighting risks related to customer data collection and management.
  • Users feel that the intelligence accuracy of Zippin could be enhanced for a better experience.

What Are Recent G2 Reviews of Zippin?

FaceCheck ID

Let your users search the Internet by face! Integrate FaceCheck facial search seamlessly with your app, website or software platform. FaceCheck's REST API is hassle-free and easy to use.

Average Rating: 3.7/5.0

Total Reviews: 13

How Do G2 Users Rate FaceCheck ID?

  • Object Detection: 6.8/10 (Category avg: 8.8/10)
  • Ease of Use: 8.0/10 (Category avg: 8.8/10)
  • Custom Image Detection: 7.6/10 (Category avg: 8.5/10)
  • Bounding Boxes: 6.7/10 (Category avg: 8.3/10)

Who Is the Company Behind FaceCheck ID?

Who Uses This Product?

  • Company Size: 77% Small, 15% Medium

What Do G2 Reviewers Say About FaceCheck ID?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the 24/7 customer support of FaceCheck ID, highlighting its responsiveness and availability for assistance.
  • Users appreciate the data privacy features of FaceCheck ID, ensuring secure handling of sensitive information during ID verification.
  • Users appreciate the ease of use of FaceCheck ID, finding it user-friendly and seamlessly integrable with other apps.
  • Users appreciate the advanced facial recognition technology of FaceCheck ID, which effectively prevents identity fraud.
  • Users appreciate the hassle-free setup of FaceCheck ID, which enhances ID verification and protects sensitive data.
Cons
  • Users find the complexity of FaceCheck ID makes it hard to understand and challenging to use effectively.
  • Users are frustrated by the storage limitations of FaceCheck ID, requiring them to free up space to use it.
  • Users struggle with difficult learning curves, making FaceCheck ID challenging to use and understand effectively.
  • Users find the price of FaceCheck ID to be expensive, particularly due to the need for purchasing credits for features.
  • Users experience inaccuracies in facial recognition, which detracts from the otherwise impressive features of FaceCheck ID.

What Are Recent G2 Reviews of FaceCheck ID?

ParallelDots ShelfWatch

ParallelDots is a leading image recognition AI solution company. It provides the product ShelfWatch for FMCG/CPG companies and retailers globally, helping them optimize their in-store execution and maximize their sales ShelfWatch has a proven model to deliver higher ROI than other retail Image Recognition solutions owing to its superior technology that is fast to set up, is accurate and affordable to scale. ShelfWatch helps brands keep track of their store KPIs and measure their perfect store programme. Its easy to operate. Sales reps' capture the image of the SKUs on shelves with their mobiles and upload it to the ParallelDots cloud servers. The AI then provides them with real-time analysis of the store KPIs. This helps speed up the entire audit process by quickly generating actionable insights.

Average Rating: 4.6/5.0

Total Reviews: 15

How Do G2 Users Rate ParallelDots ShelfWatch?

  • Object Detection: 7.8/10 (Category avg: 8.8/10)
  • Ease of Use: 8.5/10 (Category avg: 8.8/10)
  • Custom Image Detection: 7.8/10 (Category avg: 8.5/10)
  • Bounding Boxes: 7.2/10 (Category avg: 8.3/10)

Who Is the Company Behind ParallelDots ShelfWatch?

  • Seller: Parallel Dots
  • Year Founded: 2014
  • HQ Location: Seattle, US
  • Twitter: @ParallelDots
    2,011 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    427 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Food & Beverages, Consumer Goods
  • Company Size: 35% Medium, 35% Large

What Do G2 Reviewers Say About ParallelDots ShelfWatch?

AI-generated summary from verified user reviews

Pros
  • Users value the automation capabilities of ShelfWatch, enhancing compliance and simplifying KPI tracking during audits.
  • Users commend the timely and professional communication from ParallelDots ShelfWatch, enhancing their overall experience.
  • Users appreciate the cost efficiency of ParallelDots ShelfWatch, benefiting from faster updates and seamless integrations.
  • Users appreciate the customization options of ParallelDots ShelfWatch, enjoying seamless integration with other systems and frequent updates.
  • Users find the ease of use in ParallelDots ShelfWatch enhances their data management experience significantly.
Cons
  • Users report experiencing inaccurate recognition of products, leading to numerous errors and frustrating experiences.
  • Users report experiencing lagging issues with the interface, which can disrupt their workflow and efficiency.
  • Users report that slow performance can delay data refresh, affecting timely decision making with ShelfWatch.

What Are Recent G2 Reviews of ParallelDots ShelfWatch?

What Are G2 Users Discussing About ParallelDots ShelfWatch?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated April 9, 2026