# Cyclops Reviews
**Vendor:** Dayta AI  
**Category:** [Retail Analytics Software](https://www.g2.com/categories/retail-analytics)  
**Average Rating:** 4.4/5.0  
**Total Reviews:** 17
## About Cyclops
Cyclops is a powerful data collection tool that enables retailers to read visualized data on customer demographics, customer experience, store footfall, passerby, dwell time, heatmaps, and more. With a customizable dashboard, users can examine specific data and indicators across different time periods. The platform also provides value-added functions such as POS data integration, KPIs analysis, and real-time alerts, to help retailers take data-driven actions. In doing so, retailers can monitor store performance and formulate strategies to improve store layout, product placement and customer experience while driving sales growth.



## Cyclops Pros & Cons
**What users like:**

- Users value the **data accuracy** of Cyclops, ensuring reliable information that enhances their overall experience. (1 reviews)
- Users appreciate the **intuitive and seamless experience** of Cyclops, benefiting from its clean and simple interface. (1 reviews)
- Users value the **efficiency** of Cyclops, highlighting its seamless interface and reliable core features for quick access. (1 reviews)
- Users enjoy the **intuitive and seamless interface** of Cyclops, allowing quick access to essential features effortlessly. (1 reviews)

**What users dislike:**

- Users find the **expensive subscription fees** for advanced features of Cyclops to be a notable drawback. (1 reviews)
- Users find the **limited customization** options in Cyclops somewhat inconvenient, wishing for more flexibility to enhance their experience. (1 reviews)
- Users often find **notification issues** with Cyclops, which can lead to an overwhelming experience at times. (1 reviews)

## Cyclops Reviews
  ### 1. Powerful Features, Smooth Experience

**Rating:** 4.0/5.0 stars

**Reviewed by:** Fathy M. | IT help desk, Mid-Market (51-1000 emp.)

**Reviewed Date:** September 06, 2025

**What do you like best about Cyclops?**

How intuitive and seamless the experience feels. The app’s interface is clean and simple, so I can get to the features I need without digging through menus. Its [core feature — e.g., real-time alerts / AI recognition/monitoring dashboard/accessibility support] works reliably and gives me confidence that I’m getting accurate information when I need it. I also appreciate how smoothly it runs compared to similar apps — it feels lightweight but still powerful.

**What do you dislike about Cyclops?**

The main drawback I’ve noticed with Cyclops is that it can be a bit heavy on battery usage / some advanced features are locked behind a subscription/notifications sometimes feel overwhelming / it lacks deeper customization. While none of these are deal-breakers, they can be inconvenient at times. If the developers improve this area, it would make the overall experience even smoother.

**What problems is Cyclops solving and how is that benefiting you?**

Cyclops is solving the problem of function: e.g., keeping track of my surroundings through smart monitoring / giving me real-time alerts for safety / making information more accessible without hassle. Before using it, I had to rely on [manual checks / multiple apps / less reliable tools], which was time-consuming and not always effective. Now, I get accurate updates instantly, which saves me time and gives me peace of mind. The biggest benefit for me is the convenience—it feels like having an extra layer of awareness that I don’t have to think about

  ### 2. Vast Variety Solutions

**Rating:** 4.0/5.0 stars

**Reviewed by:** Nikunj P. | Data Analyst, Mid-Market (51-1000 emp.)

**Reviewed Date:** October 17, 2023

**What do you like best about Cyclops?**

It's unique idea of using cameras for analytics and finding the problems which no-one thought even existed, is what I like the most.
It can be a great tool for B2C offline businesses going ahead.

**What do you dislike about Cyclops?**

It's algorithms seems a bit off, ex - Age recognition has huge Delta and many such cases. It needs to keep updating the algorithm.

**What problems is Cyclops solving and how is that benefiting you?**

Dayta AI is solving vast variety of problems from knowing the target audience to knowing the best selling product for retailers. From this they can organise there store accordingly & Intelligence given by Dayta AI can help to scale a retail business much faster than traditional methods.

  ### 3. data insights at your fingertips with dayta AI

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Leisure, Travel & Tourism | Mid-Market (51-1000 emp.)

**Reviewed Date:** October 24, 2023

**What do you like best about Cyclops?**

I have primarily used the cyclops tool and have discovered actionable insights from the video recordings of the store. Very easy to use and implement. The integration of this tool to our systems have been quite seamless. Have always found customer support to be quite helpful.

**What do you dislike about Cyclops?**

Eagerly waiting for similar tools like cyclops from the company. Don't dislike anything in particular, just awaiting other tools to work with.

**What problems is Cyclops solving and how is that benefiting you?**

Helps various teams work on behavioral data of customers in the store and drive impact faster.

  ### 4. Cyclops Is your best option

**Rating:** 4.5/5.0 stars

**Reviewed by:** Leonardo J. B. | Administrador, Small-Business (50 or fewer emp.)

**Reviewed Date:** August 29, 2022

**What do you like best about Cyclops?**

I like Cyclops and especially the new interface because it is very easy to use and configure every time I use it it shows me everything I want quickly and easily, but above all with exact data that helps me understand better my job.

**What do you dislike about Cyclops?**

It has very few things that I don´t like, for example, one of the things is that its customer service is somewhat slow to respond, I think it should improve on that, the other thing is the price should be a little more accessible. But the rest is excellent.

**What problems is Cyclops solving and how is that benefiting you?**

Well, I have been able to grow digitally since I can connect directly to the club and my restaurant´s cameras and thus be able to evaluate and interpret data in the store immediately. i like that a lot because sometimes I can´t be present and with this tool, I can do it easily and quickly.

  ### 5. Provides real time retail data analytics using SaaS platform

**Rating:** 4.5/5.0 stars

**Reviewed by:** Ayush P. | Application Development Analyst, Small-Business (50 or fewer emp.)

**Reviewed Date:** October 20, 2022

**What do you like best about Cyclops?**

Dayta AI with the help of Cyclops provides the real time analysis for the stores to get data on customer's visiting timing, product selection and numerous other details in a software which helps to plan and manage the business.

**What do you dislike about Cyclops?**

There's no free version as such which might help retailers understand the software more. It restricts the overall usage of features of Cyclops. However, the premium version can be purchased with all the features.

**What problems is Cyclops solving and how is that benefiting you?**

Using cylops, and aws cloud based data coverage, the automation of video recording to analysis becomes very easy. The retailer can easily process the details and based on that, can make products more appoachable along with boosting the sales.

  ### 6. Find the exact result about your business.

**Rating:** 4.5/5.0 stars

**Reviewed by:** Aman D. | Software Enginner, Small-Business (50 or fewer emp.)

**Reviewed Date:** August 11, 2022

**What do you like best about Cyclops?**

Cyclops provides us with exact digital data which helps us to understand what we have done in previous days. It helps us to find everything in visualization data. The new version has more functions now users can create different types of widgets to show their data. New Dashboard looks good we can customize it.

**What do you dislike about Cyclops?**

It has not many things to dislike however if prices could be more reasonable price than lots people could be connected with it. Because a small business person can not spend that much.

**What problems is Cyclops solving and how is that benefiting you?**

Now I think Cyclops must solve face detection issues. The privacy can not be shared but it should be saved so users can find data on which person has entered or not.

  ### 7. Cyclops - Realtime Data Monitoring using Advanced AI for Warehouse Retail

**Rating:** 4.0/5.0 stars

**Reviewed by:** Pranav P. | Deputy Manager | New Business Development & Pursuits (CPG/Retail/Media), Enterprise (> 1000 emp.)

**Reviewed Date:** August 04, 2022

**What do you like best about Cyclops?**

Real-time advanced AI using the cloud-native application is one of the best in class, Its capabilities in AI data modeling and prediction outcomes are accurate and trustworthy. I am currently using cyclops for my security landscape, monitoring our retail warehouse with the instant alert features makes this tool useful and unique.

**What do you dislike about Cyclops?**

Cyclops still require to be scaled up for large retail customers, currently, the facial recognition algorithm is still not accurate in predictive retail customer's buying pattern

**What problems is Cyclops solving and how is that benefiting you?**

Cyclops is helping customers to predict buying patterns of the retailers and help understand behavioral patterns, this helps understand customer loyalty plans and efforts required for customer retention.

  ### 8. Cyclops A great overall solution

**Rating:** 4.5/5.0 stars

**Reviewed by:** AMIT B. | System Developer, Enterprise (> 1000 emp.)

**Reviewed Date:** August 09, 2022

**What do you like best about Cyclops?**

Cyclops is a wholesome bunch which works efficiently for all our day to day inputs like our staff systems,market details video cams which are greatly handled via the cloud framework and it's robust structure.

**What do you dislike about Cyclops?**

There's nothing much to dislike the analytics solution is great works like like a charm helping our customers clients in their day to day Target achieving ,this is a wholesome package.

**What problems is Cyclops solving and how is that benefiting you?**

We are solving our day to day analytics need, security checks , keeping our systems and docs safe with the wholesome solution provided by Cyclops ai solutions, has been really helpful in our daily tasks.

  ### 9. Good review

**Rating:** 4.5/5.0 stars

**Reviewed by:** Rahul A. | Senior Product Manager, Small-Business (50 or fewer emp.)

**Reviewed Date:** August 11, 2022

**What do you like best about Cyclops?**

Most helpful is the amazing UI, and the way it is designed. The software is immensely helpful in getting the user CTAs through the rood & follow up on the intent for the software.

**What do you dislike about Cyclops?**

it is not something to dislike but there could be some minimal options/upsells to look at for the users. The menu is a bit too clogged, may be the developers can look into it.

**What problems is Cyclops solving and how is that benefiting you?**

Cyclops is solving the software integration problem for my firm & we're excited to use the package in our daily operations. The UI helps the users get what they need.

  ### 10. Amazing Site

**Rating:** 5.0/5.0 stars

**Reviewed by:** Amit P. | Chief Marketing Officer, Small-Business (50 or fewer emp.)

**Reviewed Date:** August 09, 2022

**What do you like best about Cyclops?**

All Bicycles need in one place. a great collection with all features. people can buy things as per need. price is also affordable as per the need. I experience smooth transition here.

**What do you dislike about Cyclops?**

finding some mid-range bicycles is a bit difficult. but as per the features and stunning looks, it's awesome. let's have a little more category into it and expect a few more variants in future.

**What problems is Cyclops solving and how is that benefiting you?**

it is benefitting me because I am a bicycle lover and fitness freak person. I have always love to explore the different categories of bicycle. this website has given me this opportunity.

  ### 11. Best Analytics for Business

**Rating:** 5.0/5.0 stars

**Reviewed by:** Caleb T. | Office Manager, Small-Business (50 or fewer emp.)

**Reviewed Date:** December 01, 2022

**What do you like best about Cyclops?**

Everyone at Cyclops is so helpful and kind.

**What do you dislike about Cyclops?**

Can be tricky to learn, but they are very helpful.

**What problems is Cyclops solving and how is that benefiting you?**

I'm not a data person, so I appreciate that Cyclops helps us run analytics.

  ### 12. Candid review of Cyclops

**Rating:** 4.5/5.0 stars

**Reviewed by:** Swarup A. | Project Manager, Enterprise (> 1000 emp.)

**Reviewed Date:** August 13, 2022

**What do you like best about Cyclops?**

Extremely helpful Logger software that allows users to store, view, analyze and record temperature data, while being a key capability in software industrial transformation

**What do you dislike about Cyclops?**

None so far. I found it rather very responsive. The performance and other Non-functional parameters can however be improved continually as incremental software releases based on early adopter customers' feedback

**What problems is Cyclops solving and how is that benefiting you?**

In all major industrial automation and operational dynamics including the Air Handling Units, Chillers and HVAC, BMS systems the overall energy efficiency measurement and verification metrics have been improved

  ### 13. Cyclops: A one step solution for Cloud monitoring

**Rating:** 3.5/5.0 stars

**Reviewed by:** Hitabrata N. | Software Engineer, Enterprise (> 1000 emp.)

**Reviewed Date:** August 14, 2022

**What do you like best about Cyclops?**

Cyclops provide a one-step solution to give cloud analytics to various IoT systems, thereby reducing any dependencies on additional subsystems that might require additional input costs.

**What do you dislike about Cyclops?**

Cyclops provides the best features when it comes to managing the infrastructures but it would be great if there could be a detailed user manual or documentation available.

**What problems is Cyclops solving and how is that benefiting you?**

Cyclops with its world-class integration with IoT devices helps to monitor office premises and office canteen which ensures hygiene is maintained and all protocols are followed every time.

  ### 14. Great cloud based tool

**Rating:** 4.0/5.0 stars

**Reviewed by:** Kiran K. | Product Analyst, Mid-Market (51-1000 emp.)

**Reviewed Date:** August 29, 2022

**What do you like best about Cyclops?**

Any team member can complete a standard white board in any place. Everyone else can view and engage with the white board from anywhere, just like they were all in the same room.

**What do you dislike about Cyclops?**

User interface needs some improvement. Other than that its an amazing product

**What problems is Cyclops solving and how is that benefiting you?**

Without the need for extra hardware setups, Cyclops can be used, Customer/Users can monitor any activity from a remote location

  ### 15. Great visual data tool for a small enterprise

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Apparel & Fashion | Small-Business (50 or fewer emp.)

**Reviewed Date:** October 23, 2022

**What do you like best about Cyclops?**

Cyclops dashboard helps visualize store-front data easily, making it easy to track everyday tasks and real-time alerts are a good feature

**What do you dislike about Cyclops?**

Given its functionality, it is best used in a small (40-100 employee) company, therefore the pricing is on the higher end.

**What problems is Cyclops solving and how is that benefiting you?**

Real-time alerts are integrated in the main database and it presents a good snapshot of the store data.

  ### 16. Cyclops

**Rating:** 5.0/5.0 stars

**Reviewed by:** Gyan Prakash V. | Production Supervisor, Mid-Market (51-1000 emp.)

**Reviewed Date:** August 23, 2022

**What do you like best about Cyclops?**

Cyclops is better solution in market when we talk about security.

**What do you dislike about Cyclops?**

Sometimes loading time a bit longer.that was irritating.

**What problems is Cyclops solving and how is that benefiting you?**

u don't have to care about your data security when you have Cyclops. it will care your data .

  ### 17. Cloud based retail analytics solution

**Rating:** 5.0/5.0 stars

**Reviewed by:** Aniket M. | Engineer, Computer Software, Mid-Market (51-1000 emp.)

**Reviewed Date:** August 11, 2022

**What do you like best about Cyclops?**

Connect any surveillance camera solution

**What do you dislike about Cyclops?**

Facial expressions in complaince with GDPR

**What problems is Cyclops solving and how is that benefiting you?**

Without hardware to connect anyware to surveillance camera



- [View Cyclops pricing details and edition comparison](https://www.g2.com/products/cyclops/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-14+22%3A27%3A07+-0500&secure%5Bsession_id%5D=04a01086-8ea5-4552-9bbe-e01a1411fb79&secure%5Btoken%5D=aa473b378971d76da710197238a214543af6277a4e1cb4a0df4ec1ed762cb129&format=llm_user)

## Cyclops Features
**Data Management**
- Consolidation

- Data types

- Correction
- Cleansing
- Validation


**Analytics**
- KPIs
- Forecasting
- Reports and Dashboards
- Predictive analytics

**Mobile**
- Mobile dashboard
- Mobile application

**Platform Additional Functionality**
- Cloud
- On-Premise

**Integration **
- Marketplace
- Retail POS
- Other software

**Generative AI**
- AI Text Generation

**Agentic AI - Retail Analytics**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Natural Language Interaction
- Proactive Assistance
- Decision Making

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