Cisco Duo vs Prisma Access by Palo Alto Networks comparison

Cisco and Palo Alto Networks are both solutions in the ZTNA as a Service category. Cisco is ranked #3 with an average rating of 8.8, while Palo Alto Networks is ranked #2 with an average rating of 8.1. Cisco holds a 2.3% mindshare in ZaaS, compared to Palo Alto Networks’s 11.3% mindshare. Additionally, 97% of Cisco users are willing to recommend the solution, compared to 92% of Palo Alto Networks users who would recommend it.

Comparison Buyer's Guide

Download the report

Executive SummaryUpdated on Dec 28, 2025

We compared Duo Security and Prisma Access by Palo Alto Networks across several parameters based on our users' reviews. After reading the collected data, you can find our conclusion below:

Ease of Deployment: Users found Duo Security's initial setup to be simple and fast, thanks to the helpful documentation and user-friendly interface. In contrast, Prisma Access's setup was more diverse in terms of complexity and duration. Some users found it easy, while others needed expertise and assistance.

Features: Dup Security offers two-factor authentication, single-pane-of-glass management, integration capabilities, and reliable support. Prisma Access provides user accessibility, security features, integration capabilities, global presence, and millions of daily security updates.

Room for Improvement: Duo Security has room for improvement in terms of compatibility with other vendors, user-specific permissions, password-free login option, and technical support. On the other hand, Prisma Access by Palo Alto Networks could benefit from enhancements in user interface, automation, and geographic coverage.

Pricing: Duo Security has a flexible and affordable setup cost, although it may be expensive for small businesses. Prisma Access, on the other hand, is generally considered to be on the higher side in terms of cost, but its quality and features justify it. The licensing model for Prisma Access is described as complicated, while Duo Security is praised for its simplicity and ease.

ROI: Duo Security enhances security measures, defends against cyber threats, and lowers expenses, resulting in a favorable return on investment. Prisma Access provides cost advantages, identifies vulnerabilities, and instills confidence in senior personnel.

Service and Support: Duo Security's customer service is highly regarded for its quick problem-solving and remote assistance. However, without a service agreement, response times may be slower. On the other hand, Prisma Access has received varied feedback, with some users recommending enhancements in technical support.

Comparison Results: Duo Security is praised for its easy setup, user-friendly interface, and detailed documentation. It excels in providing two-factor authentication and integration capabilities. However, it needs improvement in terms of compatibility, user-specific permissions, and technical support. On the other hand, Prisma Access is highly valued for its accessibility, strong security features, and global performance. It offers protection for all app traffic and integrates well with other Palo Alto platforms. However, it can be challenging to configure and has mixed reviews regarding customer support. Duo Security is considered competitively priced, while Prisma Access is seen as more expensive but worth it for its quality.

To learn more, read our detailed Cisco Duo vs. Prisma Access by Palo Alto Networks Report (Updated: February 2026).

Buyer's Guide

Cisco Duo vs. Prisma Access by Palo Alto Networks

February 2026

Download the complete report

Helped 883,824 peers since 2012

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

iboss

Mindshare comparison

As of March 2026, in the ZTNA as a Service category, the mindshare of iboss is 2.4%, up from 1.7% compared to the previous year. The mindshare of Cisco Duo is 2.3%, down from 2.3% compared to the previous year. The mindshare of Prisma Access by Palo Alto Networks is 11.3%, down from 15.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

ZTNA as a Service Mindshare Distribution
Product	Mindshare (%)
Prisma Access by Palo Alto Networks	11.3%
Cisco Duo	2.3%
iboss	2.4%
Other	84.0%

ZTNA as a Service

Featured Reviews

reviewer2701851

Managing Director

Enhances web security with a single pane of glass and flexible deployment

I don't see any need for improvement; one of the really good things about iboss as a company is that they listen to customer feedback. I have suggested enhancements, and they are responsive, making changes for the better, and they do a lot of testing. To improve iboss, although we haven't used it, we considered the VPN solution that comes with the highest tier licensing, which includes DLP and various other add-ons. We prefer using another product which automatically logs you back onto your network when turning on your PC. With iboss, the connection is manual, which doesn't meet our needs. Additionally, sizing can be tricky because, although the initial recommendations may seem adequate, actual usage may require more gateways than anticipated.

Read full review

Charles Slaustas

Information Technology Contractor at Insight global

Supports seamless authentication for users across multiple organizations and personal portals

The features I use in Cisco Duo include Duo Pushes to confirm my identity to the device, and eventually as MFA security was increased, I actually had to use exchange passcodes. Sometimes, I have to go into the site and get into Cisco Duo to retrieve the passcode, and many of them have been two-factor, where the sites send a passcode that I have to enter into Cisco Duo. It has been more of the latter. I have not seen issues with lagging or crashing on Cisco Duo's end; it was usually on the client end, often because someone set up a bad upgrade or there were connection issues with the Cisco Duo cloud through the administrative site.

Read full review

IgorPinter

Director at PULSEC

Zero-trust access has improved remote security and now simplifies cloud-based firewall management

Regarding the integration part for Prisma Access by Palo Alto Networks, the integration with identity providers is pretty much good. It is basically firewall as a service, so it performs well. I completed the integration without any issues. What Palo Alto Networks can do better for Prisma Access by Palo Alto Networks is probably to have the point of presence available in more locations. The point of presence from the Serbia region has the nearest POP in Frankfurt, which is an issue since it is your gateway—when you start browsing the internet, you go through a commercial connection in Germany. They definitely need to spread the service in other countries.

Read full review

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"The security aspect of the solution, particularly the malware behind it, is excellent. That's something that really helped us out. It's not just a simple proxy that just blocks the insights of potential threats that come on behind it. They do malware detection and that helps us a lot."

"I would rate the technical support of iboss a solid 10 without a shadow of a doubt."

"The iboss system is highly reliable. The false positive rates are small compared to some other systems we've experienced through other partner agencies who use competing solutions."

"First of all, the security policies are essential. I do not have to rely solely on Active Directory for our users."

"Content filtering is the most useful feature of iboss."

"iboss is pretty scalable. They provide good support. The case managers you work with to coordinate what you need are pretty good."

"iboss is among the few products providing inline filtering where no application is needed on the device."

"We were impressed by the solution's mental health function, which can detect if someone needs help. It scans what users are browsing and flags warning signs so we can check to see if they are okay. We've had to use it a couple of times."

More iboss pros

"Cisco Duo benefits my organization because we do not have too many logins since everything is in one place and we can use Cisco Duo for VPN, applications, and cloud solutions."

"At the moment, the ease of use is what is the best feature for me. Once it has been set up and the security can hoc to my mobile device, it's very simple to use my single sign-on, get prompted for a Duo Security, push, go to my phone, accept the push, and I'm done. It's a very simple process."

"The Verified Duo Push feature is valuable. It gives an extra level of security beyond just the regular push."

"The ability for users to authenticate via phone, from any random phone number, has been very helpful for managing a distributed workforce. Using it across a distributed network for securing access to our applications is big for us."

"It provides single-pane-of-glass management, which is pretty easy and straightforward. Because we manage multiple access tiers, it allows us to essentially manage everything from one viewpoint and not have many viewpoints for the same product. This is important because it is a time and resource saver. It also saves us money."

"Cisco Duo is rock solid in terms of stability and reliability."

"The ease of deploying Cisco Duo Security and onboarding has greatly benefited our customers."

"The most valuable feature is the ability for users to connect securely to the office using the VPN."

More Cisco Duo pros

"The solution's most valuable features were the model's reduced complexity on the client side and its capability to provide security."

"The product's initial setup phase is simple."

"Monitoring is the most valuable feature because we can easily monitor all kinds of stuff coming over the network. We can check the dashboard and work accordingly."

"The most valuable features of the solution stem from the fact that it offers stability and scalability while being a very secure product."

"The most valuable feature of Prisma Access is its ability to provide enterprise-class security for both Internet and internal application access."

"The overall rating for GlobalProtect is nine out of ten."

"This solution provides a DLP on the cloud and very few people have a scanning device for data at rest."

"The most valuable feature of Prisma Cloud-native, in my opinion, is that it assists in identifying, analyzing, and remediating vulnerabilities."

More Prisma Access by Palo Alto Networks pros

Cons

"SSL decryption: We had issues with learners using apps instead of using web browsers. This type of encryption is tough for any appliance in a BYOD environment."

"The dashboards for local use could be better."

"File integrity monitoring would be very advantageous as an additional feature."

"I'd like to see them accelerate development on the security side, particularly around data loss prevention."

"Sometimes, obviously, there are bugs."

"Iboss is growing so fast that it is often hard for them to keep up with the challenges."

"Their on-premise hardware's network interface is capped at one gigabit, which is sort of a problem. If you stand a filter up where all traffic flows through that, according to them, in order to go above a gigabit, you have to have multiple devices, which in today's IT seems a little bit silly. They could easily put in an SFP port into their device that could accommodate 10 gigs or at least offer a box."

"Our biggest problem with their service was it did not recognize the device and filtering did not always work correctly."

More iboss cons

"The deployment experience was more difficult than we expected because we had some problems with the version of the OS that we have in our servers."

"The price of Cisco Duo could be better."

"When you come to the push in Duo Security, there are some integrations where you have to use the code instead of the push functionality."

"Cisco Duo can be improved by exploring a way to make it a more seamless integration and by deploying an in-house server."

"Cisco Duo is stable, but occasionally there are emails about incidents that affect some services temporarily."

"To improve Cisco Duo, the biggest consideration is the licensing standpoint; the most common issue I've found is customers not setting up the Active Directory sync properly, leading to inflated licensing usage when they try to delete inactive users that are still being charged."

"The product price needs improvement."

"I have not seen ROI with Cisco Duo; probably the opposite, because it impedes productivity time to be able to get into the system. You have to authenticate and do your regular login and your Active Directory logins."

More Cisco Duo cons

"Dependencies of applications sometimes is a bit confusing."

"I would like the solution to support a different type of authentication. We can't configure a secondary method for our portal."

"The Cloud Management application has room for improvement. There are a lot of things on the roadmap for that application; things are going to happen soon."

"It's not really Prisma's fault, but when you try to create exceptions you don't really have those abilities. You cannot say, on the management platform, "Hey, for these users I want to create these exceptions." That is one thing that I have gotten some complaints about, and we have faced some challenges there."

"The user interface could be better. They need to work a little bit on the console. It is similar to their firewalls but not exactly. They need to clean it up a bit."

"If you compare Prisma SaaS against other products, such as Cloud Log, it's a little bit tricky to understand, but it offers different functionality that other products don't have. From a user usability point of view, you need some training for this product, as an admin, you need a couple of demos."

"When it comes to integration mechanisms, Prisma SaaS does not support reverse proxy type of integrations."

"Prisma Access by Palo Alto Networks should consolidate the portals into a single portal. It is slow and takes more than ten seconds to load a page."

More Prisma Access by Palo Alto Networks cons

Pricing and Cost Advice

"We had the cost of purchasing a new appliance along with the implementation and licensing costs. However, the following year, the cost of just licensing was similar to what was paid the previous year for a new appliance along with the implementation and licensing costs."

"It is expensive compared to one of its competitors."

"The overall pricing for iboss is very competitive and transparent."

"It is probably in line with other solutions, but I do not deal with the financial side."

"We have not priced the solution recently, but they were competitive with other vendors in the past."

"It is not expensive, and it is also not cheap. iboss is priced right in the sweet spot for the number of features it offers."

"Cisco has the most expensive products because market leaders tend to charge a lot."

"Cisco's licensing is always a bit complicated to understand, but the price is fair. It could be more expensive than others, but the way they integrate everything, it has a fair price."

"I haven't seen any information on the pricing in four years, so I can't comment on that."

"It's a bit confusing because we're on a three-year plan with a certain number of licenses, and we've gone over that number. They told us that when we renew, they will add all these licenses. We've expanded quickly, so everyone's kind of scared because no one knows what the bill is with the long pricing cycle."

"The pricing is pretty competitive. It's pretty cheap. Anybody can adopt it."

"Duo Security's pricing is good, fair, and very comparable to today's market."

"I rate the product pricing a seven out of ten."

"The cost was reasonable. Licensing was pretty straightforward for a change."

More Cisco Duo pricing and cost advice

"Prisma SaaS is more expensive than similar solutions but I think it's worth it."

"Actually the solution is very expensive. I don't know the particulars since the purchasing team dealt with it."

"The solution is expensive."

"It's pricey, it's not cheap. But you get what you pay for."

"This is not an expensive product and everything is included with one license."

"The initial prices of Prisma Access were okay. But as soon as you start deploying Palo Alto gear, the support prices and the recurring prices, which are the major operational costs, tend to increase over time."

"I would advise choosing your options according to your company's needs. Just go for what you want and do not pay for anything extra in terms of licensing. You need to determine how much bandwidth is required in your company network, and according to that, you should pay for the license. The mobile user license is based on the number of users who are going to use the VPN solution. You need to determine how many mobile users you are going to have in your network, and you should pay according to that. There are no other costs in addition to licensing, but if you go for the consultant services of Palo Alto networks to deliver the solution for you, then you need to pay something extra. That is not a part of licensing."

"It is not cheap. It is expensive. The good thing is that you are able to pay for what you need, but overall, it is not cheap. The pricing is not based on packages. You pay based on the features. If you want DLP, you only pay for DLP. They are very flexible. It is not cheap, but the licensing is flexible. There are no additional costs in addition to the standard licensing fees."

More Prisma Access by Palo Alto Networks pricing and cost advice

See which vendors are best for you

Use our free recommendation engine to learn which ZTNA as a Service solutions are best for your needs.

See recommendations

883,824 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

11%

Computer Software Company

10%

Manufacturing Company

Comms Service Provider

Manufacturing Company

11%

Financial Services Firm

Computer Software Company

Comms Service Provider

Financial Services Firm

11%

Manufacturing Company

11%

Computer Software Company

Government

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	6
Midsize Enterprise	6
Large Enterprise	6

By reviewers
Company Size	Count
Small Business	41
Midsize Enterprise	24
Large Enterprise	53

By reviewers
Company Size	Count
Small Business	24
Midsize Enterprise	21
Large Enterprise	27

Questions from the Community

What needs improvement with iboss?

For zero trust implementation, we encountered complexity issues, especially with a large infrastructure company Exxon...

See all answers

What is your primary use case for iboss?

Previously when I used iboss, we did the POC for iboss for ExxonMobil. Four or five people wanted to move from our ol...

See all answers

What is your experience regarding pricing and costs for iboss?

Regarding pricing, setup costs, and licensing, iboss is not cheap, and that's my only concern. There are cheaper alte...

See all answers

How does Duo Security compare with Microsoft Authenticator?

We switched to Duo Security for identity verification. We’d been using a competitor but got the chance to evaluate Du...

See all answers

What is your experience regarding pricing and costs for Duo Security?

Compared to other vendors, Cisco Duo is on the pricey end. However, the other vendors do not have the wide range of f...

See all answers

What needs improvement with Duo Security?

The primary issue is adoption. When I used to work for Deloitte, I did consulting and advisory for at least 95 of the...

See all answers

What is the better solution - Prisma Access or Zscaler Private Access?

We looked into Prisma Access before choosing Zscaler Private Access (ZPA). Palo Alto’s Prisma Access is a secure ac...

See all answers

What do you like most about Prisma Access by Palo Alto Networks?

The most valuable features of the solution are in the areas of the secure remote access it provides while also being ...

See all answers

What is your experience regarding pricing and costs for Prisma Access by Palo Alto Networks?

From my experience, Palo Alto is more expensive compared to solutions like Netskope and Triscale.

See all answers

Comparisons

Netskope vs iboss

Compared 11% of the time

FortiSASE vs iboss

Compared 8% of the time

Fortinet FortiGate vs iboss

Compared 6% of the time

Cisco Umbrella vs iboss

Compared 6% of the time

Zscaler Internet Access vs iboss

Compared 5% of the time

More iboss Competitors

Microsoft Entra ID vs Cisco Duo

Compared 8% of the time

Fortinet FortiAuthenticator vs Cisco Duo

Compared 7% of the time

Fortinet FortiToken vs Cisco Duo

Compared 5% of the time

Yubico YubiKey vs Cisco Duo

Compared 4% of the time

Cisco Identity Services Engine (ISE) vs Cisco Duo

Compared 4% of the time

More Cisco Duo Competitors

Netskope vs Prisma Access by Palo Alto Networks

Compared 13% of the time

Zscaler Internet Access vs Prisma Access by Palo Alto Networks

Compared 9% of the time

FortiSASE vs Prisma Access by Palo Alto Networks

Compared 8% of the time

Cato SASE Cloud Platform vs Prisma Access by Palo Alto Networks

Compared 6% of the time

More Prisma Access by Palo Alto Networks Competitors

Product Reports

Buyer's Guide

iboss

February 2026

Download iboss product report

Buyer's Guide

Cisco Duo

March 2026

Download Cisco Duo product report

Buyer's Guide

Prisma Access by Palo Alto Networks

February 2026

Prisma Access by Palo Alto Networks report

Download Prisma Access by Palo Alto Networks product report

Also Known As

iBoss Cloud Platform

Duo Security

Palo Alto Networks Prisma Access, Prisma Access, GlobalProtect, Palo Alto GlobalProtect Mobile Security Manager, Prisma SaaS by Palo Alto Networks, Prisma Access

Overview

Iboss offers a comprehensive cloud-based security platform valued for its scalability and autonomous features, ensuring robust security with easy deployment and management capabilities.

Renowned for its robust security architecture, Iboss integrates seamlessly within diverse networks, delivering efficient granular filtering and advanced content categorization. Its single pane of glass console provides ease of management, allowing rapid scalability suitable for rapidly deploying environments. Operates in BYOD setups due to inline filtering without device installation. Integration with cloud-based applications enhances user control, and features like SASE, SSL inspection, and ChatGPT risk protection stand as highlights. Despite its strengths, users have pointed out areas for enhancement like direct navigation in reports, SSL decryption, and better cloud integration while having room to improve data loss prevention.

What are the most important features of Iboss?

Scalability: Supports rapid deployment across diverse networks.
SASE: A consolidated approach to secure access.
SSL Inspection: Ensures safe data transmission.
Granular Filtering: Detailed control over accessible content.
Single Pane Management: Unifies control through a centralized console.

What benefits should users consider in reviews?

Cost-effectiveness: Offers competitive pricing with robust features.
Autonomous Operation: Reduces management overhead.
Responsive Support: Provides assistance when needed.
Flexible Deployment: Available for both cloud and on-premises environments.

The usage of Iboss spans educational institutions, specifically K-12, to enforce internet policies, protect data, and support remote work environments. It provides web filtering and security frameworks to ensure safe browsing. Its platform-as-a-service model offers flexibility for both cloud-based and on-premises requirements, integrating seamlessly to deliver enhanced security features suitable for various deployment needs including zero trust, CASB, and network security for work-from-home setups.

iboss

Cisco Duo is a cloud-based identity security platform safeguarding critical resources for any user and device worldwide. Known for its ease of use, Duo offers seamless protection across multi-cloud, hybrid, and on-premises environments.

Cisco Duo is designed to secure access with identity-first protection and provides extensive visibility throughout an organization's identity ecosystem. Offering multi-factor authentication, Duo facilitates easy integration and management, allowing teams to protect data effectively on VPNs, applications, and networks. Its single-pane management improves security processes while enhancing trust, making it suitable for diverse IT infrastructures.

What are the key features of Cisco Duo?

Multi-factor Authentication: Strengthens user verification with multiple methods.
Push Notifications: Simplifies authentication with quick approvals.
Single Sign-On: Enhances convenience by allowing one set of credentials.
VPN Access: Secures remote connections with reliable authentication.
User Activity Visibility: Offers comprehensive insights into access patterns.

Which benefits and ROI should users consider?

Quick Deployment: Facilitates rapid integration within existing systems.
Effective Management: Streamlines IT operations with centralized control.
Regulatory Compliance: Aids in meeting industry standards for data protection.
Enhanced Trust: Strengthens security posture across networks.
User-friendly Approach: Simplifies authentication for non-technical users.

In industries like education and finance, Cisco Duo is widely employed to secure multi-factor authentication across platforms such as email, databases, and servers. Its integration capabilities with Microsoft 365, Active Directory, and VPNs like AnyConnect are instrumental in verifying user identities using mobile apps or OTPs, catering effectively to both remote and on-premise environments.

Cisco

Prisma Access by Palo Alto Networks provides consistent security for all users and applications across your remote networks. Prisma Access grants users safe access to the cloud and data center applications and the internet as well. In addition, the solution combines all of your security and networking capabilities into a single cloud-delivered platform, enabling flexible hybrid workforces.

Prisma Access can be managed two ways:

Cloud Managed
Panorama Managed

Prisma Access delivers both networking and security services, including:

SD-WAN
VPN
Zero Trust network access (ZTNA)
Quality of service (QoS)
Clean Pipe
Firewall as a service (FWaaS)
DNS Security
Threat Prevention
Cloud secure web gateway (SWG)
Data loss prevention (DLP)
Cloud access security broker (CASB)

Prisma Access by Palo Alto Networks Features

Prisma Access by Palo Alto Networks has many valuable key features including: App-ID, User-ID, Device-ID, SSL Decryption, Dynamic User Group (DUG) Monitoring, AI/ML-Based Detection, IoT Security, Reporting, URL Filtering, Enterprise Data Loss Prevention (DLP), Digital Experience Monitoring (DEM)*, Logging, Policy Automation, Intrusion Prevention System (IPS), and many more.

Prisma Access by Palo Alto Networks Benefits

Some of the benefits of using Prisma Access by Palo Alto Networks include:

Security: Prisma Access gives you consistent security to protect against cyberattacks, with enforcement of policy at every location. By implementing Prisma Access, you also gain protection that works to prevent known and unknown malware, exploits, credential theft, command and control, and many other attack vectors across all ports and protocols.
Global connectivity: Prisma Access provides global coverage through use of its connectivity layer.
Scalability: With Prisma Access, scaling is automatically managed and is scalable, flexible, and agile.
Instant deployment: Deployment is fast, eliminating wasted time that may otherwise be associated with setting up a solution, operating it, or shipping hardware in order to get started.

Reviews from Real Users

Below are some reviews and helpful feedback written by Microsoft Azure Synapse Analytics

users who are currently using the solution.

PeerSpot user Partha D., Global Network Tech Lead at a computer software company, speaks about his experience using the product, saying, "It protects all app traffic so that users can gain access to all apps. Unlike other solutions that only work from ports 80 and 443, which are predominantly for web traffic, Prisma Access covers all protocols and works on all traffic patterns... The most sophisticated attacks can arise from sources that are not behind 80/443."

Tejas J., a Sr. Cloud Security Architect at a computer software company, mentions that "it is geographically dispersed, and it sits on top of Google and AWS platforms. Therefore, you don't face the standard issues, such as latency or bandwidth issues, that you usually face in the case of on-prem data centers.”

Another PeerSpot reviewer, Max I., Associate Director at Cognizant, comments that "Security is absolutely spot-on, really top-notch. It's the result of all the components that come together, such as the HIP [Host Information Profile] and components like Forcepoint, providing end-user content inspection, and antivirus. It incorporates DLP features and that's fantastic because Prisma Access makes sure that all of the essential prerequisites are in place before a user can log in or can be tunneled into."

Palo Alto Networks

Sample Customers

More than 4,000 global enterprises trust the iboss Cloud Platform to support their modern workforces, including a large number of Fortune 50 companies.

Information Not Available

Concord Hospital, State of Colorado, Essilor International, RheinLand Versicherungsgruppe, University of Westminster, Universidade Nove de Julho, SPAR Austria, CAME Group, ZipRealty, Greenhill & Co., IKT Agder, Aviva Stadium, Animal Logic, Management & Training Corporation, Brigham Young University Hawaii, School District of Chilliwack

Buyer's Guide

Cisco Duo vs. Prisma Access by Palo Alto Networks

February 2026

Free Report: Cisco Duo vs. Prisma Access by Palo Alto Networks

Find out what your peers are saying about Cisco Duo vs. Prisma Access by Palo Alto Networks and other solutions. Updated: February 2026.

DOWNLOAD NOW

883,824 professionals have used our research since 2012.

See our Cisco Duo vs. Prisma Access by Palo Alto Networks report.

See our list of best ZTNA as a Service vendors.

We monitor all ZTNA as a Service reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.