AWS GuardDuty vs Orca Security comparison

Cancel
You must select at least 2 products to compare!
SentinelOne Logo
1,099 views|477 comparisons
98% willing to recommend
Amazon Web Services (AWS) Logo
9,041 views|7,631 comparisons
90% willing to recommend
Orca Security Logo
8,978 views|5,791 comparisons
100% willing to recommend
Comparison Buyer's Guide
Executive Summary
Updated on Jul 2, 2023

We performed a comparison between Orca Security and AWS GuardDuty based on our users’ reviews in five categories. After reading all of the collected data, you can find our conclusion below.

  • Features: Orca Security offers comprehensive cloud visibility and simplified insights through its patented agentless SideScanning technology. Users like its container security, compliance dashboard, and non-intrusive vulnerability management. AWS GuardDuty stands out for its single pane of glass data collection and the ability to monitor AWS accounts at no additional cost. Orca Security could enhance its intrusion detection, data center compatibility, and integration with non-standard ticketing systems. AWS GuardDuty would benefit from a mobile version and stronger dashboard analytics. 

  • Service and Support: Users praised Orca Security's customer service for their prompt assistance and proactive approach to meeting customer requirements. Users value the team's commitment to enhancing their product. Reviewers also spoke highly of AWS technical support, but some users reported occasional delays when reaching out via phone.

  • Ease of Deployment: The initial setup of Orca Security is quick and uncomplicated, requiring minimal effort and no ongoing maintenance. AWS GuardDuty is also relatively simple and efficient to set up, although it may vary in complexity based on the architecture and integrations involved.

  • Pricing: Some Orca Security users find it expensive compared to alternatives like Wiz. At the same time, many think the cost is justified due to the level of visibility and security it offers. AWS GuardDuty offers a competitive pay-go license without any extra charges.

  • ROI: Orca Security offers an all-inclusive security solution that saves users money and allows them to consolidate tools. It delivers instant results, and minimal training is required. Additionally, Orca Security constantly introduces new features without additional charges. In contrast, AWS GuardDuty enhances an organization's overall security posture, resulting in improved customer trust and potential business prospects.

Comparison Results: Orca Security is favored over AWS GuardDuty. Users appreciate the visibility Orca Security offers and find it easy to gain insight into their environment. Orca Security effectively ranks vulnerabilities and risks and excels in container security. Users complained about AWS GuardDuty's lack of dashboard analytics and mobile app.

To learn more, read our detailed AWS GuardDuty vs. Orca Security Report (Updated: May 2024).
772,649 professionals have used our research since 2012.
Featured Review
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"Our previous product took a lot of man hours to manage. Once we got Singularity Cloud Workload Security, it freed up our time to work on other tasks.""The visibility is the best part of the solution.""Cloud Native Security has helped us with our risk posture and securing our agenda. It has been tremendous in terms of supporting growth.""The multi-cloud support is valuable. They are expanding to different clouds. It is not restricted to only AWS. It allows us to have different clouds on one platform.""The management console is the most valuable feature.""Cloud Native Security helps us discover vulnerabilities in a cloud environment like open ports that allow people to attack our environment. If someone unintentionally opens a port, we are exposed. Cloud Native Security alerts us so we can remediate the problem. We can also automate it so that Cloud Native Security will fix it.""The cloud misconfiguration is the most valuable feature.""Cloud Native Security offers attack path analysis."

More SentinelOne Singularity Cloud Security Pros →

"The solution is easy to use.""The out-of-band malware detection from the EBS volumes. It's really cool. No agents or anything needed, it automatically finds and correlates based on malware.""The correlation back end is the solution's most valuable feature.""The way it monitors accounts is definitely a very important feature.""The solution provides AWS GuardDuty S3 protection, EKS runtime protection, and malware protection.""With anomaly detection, active threat monitoring, and set correlation, GuardDuty alerts me to any unusual user behavior or traffic patterns right away, which is great for staying on top of potential security risks.""AWS GuardDuty helps by providing continuous threat detection and signaling potential threats. Its most valuable feature is continuous monitoring. The tool's integration with other AWS services has improved security. It provides continuous monitoring and intelligent threat detection, quickly signaling any issues. I would rate this improvement a seven out of ten.""What we found most valuable in Amazon GuardDuty is its threat detection feature, especially because we were monitoring a huge number of AWS accounts, so we needed a solution that would monitor for any kind of malicious activity. The monitoring aspect of the solution was great because it gave us timely notifications if and when anything happened, and Amazon GuardDuty helped keep us on our toes to make sure we took action right away."

More AWS GuardDuty Pros →

"Orca gives you great visibility into your assets. It shows you the issues and the things that you need to attend to first, by prioritizing things. You can see a lot of information that is not always visible, even to DevOps, to help you know about the machines and their status. It's very easy to see everything in a single dashboard. That makes it a very useful tool.""The reporting and automated remediation capabilities are valuable to me. They're real game-changers.""Another valuable feature with Orca, something that's not talked about enough, is its ability to rank your gaps and your tasks... You can get visibility with agents and there are a lot of ways to do that. But the ranking and the context across the entire environment, that is what is unique about Orca.""The visibility Orca provides into my environment is at the highest level... When I dropped them into the environment, from the very get-go I had more insight into the risks in my environment than I had had during the entire two and a half years I had been here.""There are so many valuable features that I could list, but one that I appreciate is the PCI DSS compliance report.""The initial setup is very easy.""With its Cloud Security Posture Management capability, we have the ability to read across all of our cloud-based environments, which includes AWS and Azure. We have visibility into those environments. Seeing all vulnerabilities and configurations is really powerful for us, but ultimately, the ability to use the API to query across the fleet to understand what is the current state, what is the patch level, which ones are potentially exposed for a new CVE that just came out is even more valuable. It allows us to gather really specific intelligence through simple queries.""Orca Security has updated its interface, making it more user-friendly. I find it particularly useful as it allows me to easily navigate the dashboard and prioritize actions based on severity and criticality."

More Orca Security Pros →

Cons
"One area for improvement could be the internal analysis process, specifically the guidance provided for remediation.""There's room for improvement in the graphic explorer.""In some cases, the rules are strictly enforced but do not align with real-world use cases.""Some of the navigation and some aspects of the portal may be a little bit confusing.""Bugs need to be disclosed quickly.""We use PingSafe and also SentinelOne. If PingSafe integrated some of the endpoint security features of SentinelOne, it would be the perfect one-stop solution for everything. We wouldn't need to switch between the products. At my organization, I am responsible for endpoint security and vulnerability management. Integrating both functions into one application would be ideal because I could see all the alerts, heat maps, and reports in one console.""In terms of ease of use, initially, it is a bit confusing to navigate around, but once you get used to it, it becomes easier.""The categorization of the results from the vulnerability assessment could be improved."

More SentinelOne Singularity Cloud Security Cons →

"We currently find Lacework to be much better at detecting vulnerabilities than AWS GuardDuty. The engines of AWS GuardDuty have to be improved.""For the next release, they could provide IPS features as well.""It is evolving, and at the moment, I will just need it on a larger scale. Then, it will satisfy my demand, initially.""The solution's user interface could be improved because it will help users to understand multiple options.""While sending the alerts to the email, they are not being patched. we have to do the patching and mapping manually. If GuardDuty could include a feature to do this automatically, it will make our job easier. That is something I believe can be improved.""The solution has to be integrated with new services that AWS adds like QuickSight, Managed Airflow, AppFlow and MWAA.""I work in a bank, and it would be good if AWS GuardDuty could be integrated with other monitoring and detection tools we use.""Amazon GuardDuty could be better enriched in threat intelligence data."

More AWS GuardDuty Cons →

"As with all software, the user interface can always be made simpler to use. It would be helpful for people with very little knowledge, like somebody sitting behind the SOC, to allow them to be able to drill down into things a little bit easier than it is currently.""I would be happy if they offered more automatic remediation options. They're working on that, but the more the better. For example, if they want you to harden a server, they would offer a hardening script that would be more aware of what's going on.""The interface can be a bit cranky and sometimes takes a lot of time to load.""We are PCI DSS compliant, so we need to scan our environment externally with tools vetted by the PCI DSS organization. Orca doesn't scan the environment externally. It only scans what's currently in the cloud.""I would like to see an option to do security checks on a code level. This is possible because they have access to all of the code running in the cloud provider, and combining their site-scanning solution with that would be a nice add-on.""In the future, I'd like to see Orca work better with third-party vendors. Specifically, being able to provide sanitized results from third parties.""Another improvement would be that, in addition to focusing on endpoint compliance, they would focus on general compliance.""I think Orca could give me more alerts. It could give me a dashboard with all the specific types of alerts I want to see for the day. It should just be one click."

More Orca Security Cons →

Pricing and Cost Advice
  • "As a partner, we receive a discount on the licenses."
  • "It's a fair price for what you get. We are happy with the price as it stands."
  • "I wasn't sure what to expect from the pricing, but I was pleasantly surprised to find that it was a little less than I thought."
  • "Singularity Cloud Workload Security's pricing is good."
  • "Singularity Cloud Workload Security's licensing and price were cheaper than the other solutions we looked at."
  • "I understand that SentinelOne is a market leader, but the bill we received was astronomical."
  • "It's not expensive. The product is in its initial growth stages and appears more competitive compared to others. It comes in different variants, and I believe the enterprise version costs around $55 per user per year. I would rate it a five, somewhere fairly moderate."
  • "The pricing is fair. It is not inexpensive, and it is also not expensive. When managing a large organization, it is going to be costly, but it meets the business needs. In terms of what is out there on the market, it is fair and comparable to what I have seen, so I do not have any complaints about the cost"
  • More SentinelOne Singularity Cloud Security Pricing and Cost Advice →

  • "We use a pay-as-you-use license, which is competitively priced in the market."
  • "I don't have all the details in terms of licensing for Amazon GuardDuty, but my organization does have a license set up for it."
  • "In terms of the costs associated with Amazon GuardDuty, it was $1 per GB from what I recall. Pricing was based on per gigabyte. For example, for the first five hundred gigabytes per month, it'll be $1 per GB, so it'll be $500. If your usage was greater, there's another bracket, for example, the next two thousand GB, then there's an add-on cost of 50 cents per GB. That's how Amazon GuardDuty pricing slowly goes up. I can't remember if there was any kind of additional cost apart from standard licensing for the solution. Nothing else that at least comes to mind. What the service was charging was worth it. That was one good thing when using Amazon GuardDuty because my company could be in a certain tier for a certain period. My company wasn't under a licensing model where it could overestimate its usage and under-utilize its usage and pay much more. This was what made the pricing model for Amazon GuardDuty better."
  • "Pricing is determined by the number of events sent."
  • "The pricing model is pay as you go and is based on the number of events per month."
  • "On a scale of one to ten, where one is a high price, and ten is a low price, I rate the pricing a four or five, which is somewhere in the middle."
  • "GuardDuty only enables accounts in regions where you have an active workload. If there are places where you don't have an active workload, you wouldn't even enable them. That's one area where they could allow you to cut down your cost."
  • "The tool has no subscription charges."
  • More AWS GuardDuty Pricing and Cost Advice →

  • "The most expensive solution is Palo Alto. They claim to be very robust. The next most expensive is Wiz, followed by Orca and all the rest."
  • "It is the cost of the visibility that you get. When you really sit down and think about what do you need to do to secure an environment with a low impact on the business, and you take a look out into the world, I think this tool is well justified around cost."
  • "While it's competitive with Palo Alto Prisma, I think Orca's list price is very high. I would advise Orca to lower it because, at that price, I might consider alternatives like Wiz, which also offers agentless services."
  • "The pricing depends on how many assets you have running in your cloud and how many environments you have. If you have a dev environment, test environment, and a production environment then it's really important that you have coverage for all of them."
  • "Overall, the pricing is reasonable and the discounts have been acceptable."
  • "I think their pricing model is aligned with market demand. Of course, Orca could probably better align their pricing model with the needs of smaller businesses as well as some larger-scale enterprises with millions of assets. But in all fairness, I think the Orca sales team has been accommodating and ensured that we're happy with the pricing."
  • "Orca is very competitive when compared to the alternatives and is not the most expensive in the market, that's for sure."
  • "We have a total of 25 licenses for this solution. The solution is on a pay-and-you-use model."
  • More Orca Security Pricing and Cost Advice →

    report
    Use our free recommendation engine to learn which Cloud Workload Protection Platforms (CWPP) solutions are best for your needs.
    772,649 professionals have used our research since 2012.
    Questions from the Community
    Top Answer:The dashboard gives me an overview of all the things happening in the product, making it one of the tool's best… more »
    Top Answer:When I joined my organization, I saw that PingSafe was already implemented. I started to use the tool's alerting… more »
    Top Answer:With anomaly detection, active threat monitoring, and set correlation, GuardDuty alerts me to any unusual user behavior… more »
    Top Answer:80 percent of the customers are using AWS GuardDuty, and we recommend it due to its low cost, especially for small… more »
    Top Answer:One improvement I would suggest for AWS GuardDuty is the ability to assign findings to specific users or groups… more »
    Top Answer:It's for protection. It's an agentless tool. We don't need to install anything at a customer's premises. We can just… more »
    Top Answer:The company is managed by industry veterans. It's a cloud-based product. They handle misconfigurations and analyse your… more »
    Top Answer:We use the solution to show misconfiguration. Often, users lack knowledge about their assets' fingerprints and their… more »
    Comparisons
    Also Known As
    PingSafe
    Learn More
    Overview

    Singularity Cloud Security is SentinelOne’s comprehensive, cloud-native application protection platform (CNAPP). It combines the best of agentless insights with AI-powered threat protection, to secure and protect your multi-cloud infrastructure, services, and containers from build time to runtime. SentinelOne’s CNAPP applies an attacker’s mindset to help security practitioners better prioritize their  remediation tasks with evidence-backed Verified Exploit Paths™. The efficient and scalable runtime protection, proven over 5 years and trusted by many of the world’s leading cloud enterprises, harnesses local, autonomous AI engines to detect and thwart runtime threats in real-time. CNAPP data and workload telemetry is recorded to SentinelOne’s unified security lake, for easy access and investigation.

    Singularity Cloud Security includes both agentless and AI-powered cloud security controls, which represent two halves of our strategy to keep public cloud and container environments safe. Radically reduce your cloud attack surface with Singularity Cloud Native Security, formerly PingSafe, with agentless insights and evidence-based prioritization; protect runtime compute and container with Singularity Cloud Workload Security, SentinelOne’s real-time CWPP, with AI-powered machine-speed blocking of threats.

    Amazon Guard Duty is a continuous cloud security monitoring service that consistently monitors and administers several data sources. These include AWS CloudTrail data events for EKS (Elastic Kubernetes Service) audit logs, VPC (Virtual Private Cloud) flow logs, DNS (Domain Name System) logs, S3 (Simple Cloud Storage), and AWS CloudTrail event logs.

    Amazon GuardDuty intuitively uses threat intelligence data - such as lists of malicious domains and IP addresses - and ML (machine learning) to quickly discover suspicious and problematic activity in a user's AWS ecosystem. Activities may include concerns such as interactions with malicious IP addresses or domains, exposed credentials usage, or changes and/or escalation of privileges.

    GuardDuty is able to easily determine problematic AWS EC2 (Elastic Compute Cloud) instances delivering malware or mining bitcoin. It is also able to trace AWS account access history for evidence of destabilization. such as suspicious API calls resulting in changing password policies to minimize password strength or anomalous infrastructure deployments in new or different never-used regions.

    GuardDuty will continually alert users regarding their AWS environment status and will send the security discoveries to the GuardDuty dashboard or Amazon CloudWatch events for users to view.

    Users can access GuardDuty via:

    • AWS SDKs: Amazon provides users with several software development kits (SDKs) that are made up of libraries and sample code of numerous popular programming languages and platforms, such as Android, iOS, Java, .Net, Python, and Ruby. The SDKs make it easier to develop programmatic access to GuardDuty.

    • GuardDuty HTTPS API: This allows users to issue HTTPS requests directly to the service.

    • GuardDuty Console: This is a browser-based intuitive dashboard interface where users can access and use GuardDuty.

    Amazon Elastic Kubernetes Service (Amazon EKS)

    Kubernetes protection is an optional add-on in Amazon GuardDuty. This tool is able to discover malicious behavior and possible destabilization of an organization's Kubernetes clusters inside of Amazon Elastic Kubernetes Service (Amazon EKS).

    When Amazon EKS is activated, GuardDuty will actively use various data sources to discover potential risks against Kubernetes API. When Kubernetes protection is enabled, GuardDuty uses optional data sources to detect threats against Kubernetes API.

    Kubernetes audit logs are a Kubernetes feature that captures historical API activity from applications, the control plane, users, and endpoints. GuardDuty collates these logs from Amazon EKS to create Kubernetes discoveries for the organization's Amazon EKS assets; there is no need to store or turn on the logs.

    As long as Kubernetes protection remains activated, GuardDuty will continuously dissect Kubernetes data sources from the Amazon EKS clusters to ensure no suspicious or anomalous behavior is taking place.

    Amazon Simple Cloud Storage (S3) Protection

    Amazon S3 allows Amazon GuardDuty to actively audit object-level API processes to discover possible security threats to data inside an organization's S3 buckets. GuardDuty continually audits risk to the organization’s S3 assets by carefully dissecting AWS CloudTrail management events and AWS CloudTrail S3 data events. These tools are continually auditing various CloudTrail management events for potential suspicious activities that affect S3 buckets, such as PutBucketReplication, DeleteBucket, ListBucket, and data events for S3 object-level API processes, such as PutObject, GetObject, ListObject, and DeleteObject.

    Reviews from Real Users

    The most valuable features are the single system for data collection and the alert mechanisms. Prior to using GuardDuty, we had multiple systems to collect data and put it in a centralized location so we could look into it. Now we don't need to do that anymore as GuardDuty does it for us.” - Arunkumar A., Information Security Manager at Tata Consultancy Services

    Orca Security is the pioneer of agentless cloud security that is trusted by hundreds of enterprises globally. Orca makes cloud security possible for enterprises moving to and scaling in the cloud with its patented SideScanning™ technology and Unified Data Model. The Orca Cloud Security Platform delivers the world's most comprehensive coverage and visibility of risks across AWS, Azure, Google Cloud and Kubernetes.

    At Orca Security, we’re on a mission to make it fast, easy, and cost effective for organizations to address critical cloud security issues so they can operate in the cloud with confidence.

      Key Platform Features: 

      • Agentless: Complete, centralized coverage of the entire cloud estate, without the need for installing and configuring agents or layering together multiple siloed tools. Full visibility of cloud misconfigurations, vulnerabilities, workload protection, malware scanning, image scanning, file integrity monitoring and more.

      • Asset Inventory: Get a complete inventory of all your public cloud assets, including detailed information on installed OSes, software, and applications, as well as data and network assets such as storage buckets, Virtual Private Clouds (VPCs), and Security Groups.

      • Attack Path Analysis: Visualize attack vectors to critical assets or crown jewels. See which assets are susceptible to lateral movement, assume roles, privilege escalation, and more.

      • Risk Prioritization: Prioritize the 1% of risks that matter the most, based on impact scores. Secure the vulnerabilities and misconfigured targets (critical assets) and eliminate the potential risks residing on the attack paths to those targets.

      • Cloud Threat Detection: Monitor for malicious activity within your entire cloud estate. Be aware of detected threats, user behavior anomalies and more.

      • Breach Forensics: Log every change and all activity into a central repository for investigation procedures to confirm or deny entry and compromises within the cloud estate.

      • Cloud To Dev (Shift Left): Orca’s built-in shift left capabilities enables DevOps to focus more security attention earlier in the CI/CD pipelines. Security teams are able to trace a production risk (misconfiguration or vulnerability) directly to the original source code repository from which it came, even down to the exact line of code that is at the root of the identified risk. 

      • Compliance: Choose from over 60 preconfigured compliance frameworks, cloud security best practices, CIS Benchmarks, or design and build your own compliance framework for fast and continuous reporting.

      • Security Score: The Orca Security Score is found on Orca’s Risk Dashboard and is updated daily. The overall score is calculated based on performance in the following five categories - Suspicious Activity, IAM, Data at Risk, Vulnerable Assets, and Responsiveness. Since the scores are percentage based and not raw numbers, you can objectively make comparisons to other organizations within your industry or business units of different sizes. In addition to reporting to senior management, the Orca Security Score can help with internal self-monitoring, as a way of measuring risk mitigation efforts, to know where to focus efforts, and track progress.

      Orca Security Benefits

      • Consolidate technologies to reduce costs and complexity:

      The more I can get out of this one solution, the better. I see Orca as the tool where we get all cloud-related security data.” - Joshua Scott, Head of Security and IT | Postman

      • Avoid costly breaches:

      "I look at proactive asset discovery, configuration management, and vulnerability management as being able to find a vulnerability before the bad guys do and being able to deal with it before something exploits it. This is what Orca does for us." - Doug Graham, CSO & CPO | Lionbridge

      • Increase team productivity and efficiency by focusing on high-value activities and solving the 1% of risks that matter most:

      "Orca is unique in that it locates vulnerabilities with precision and delivers tangible, actionable results – without having to sift through all the noise." - Aaron Brown, Senior Cloud Security Engineer | Sisense

      • Quick Time-to-Value with Immediate ROI:

      "Orca told us we could have some visibility within 5 or 10 minutes, and I thought, ‘There’s no way.’ Well, I was wrong. They really did it." - Thomas Hill, CISO | Live Oak Bank

      • Reduce MTTR and remove operational friction:

      We can’t ask developers things like ‘Did you think about security? When you start a new VM on AWS, can you please let me know so I’m able to scan it? Can you please deploy an agent on that machine for me?’ We need a better way to work. Orca provides that better way by eliminating organizational friction.” - Erwin Geirnaert, Cloud Security Architect | NG Data

        Sample Customers
        Information Not Available
        autodesk, mapbox, fico, webroot
        BeyondTrust, Postman, Digital Turbine, Solarisbank, Lemonade, C6 Bank, Docebo, Vercel, and Vivino
        Top Industries
        REVIEWERS
        Computer Software Company27%
        Construction Company13%
        Financial Services Firm10%
        Insurance Company8%
        VISITORS READING REVIEWS
        Computer Software Company21%
        Financial Services Firm15%
        Manufacturing Company10%
        Insurance Company5%
        REVIEWERS
        Financial Services Firm36%
        Computer Software Company14%
        Sports Company7%
        Marketing Services Firm7%
        VISITORS READING REVIEWS
        Financial Services Firm17%
        Computer Software Company15%
        Manufacturing Company8%
        Healthcare Company5%
        REVIEWERS
        Financial Services Firm20%
        Computer Software Company20%
        Media Company20%
        Insurance Company10%
        VISITORS READING REVIEWS
        Computer Software Company17%
        Financial Services Firm13%
        Manufacturing Company8%
        University6%
        Company Size
        REVIEWERS
        Small Business39%
        Midsize Enterprise20%
        Large Enterprise41%
        VISITORS READING REVIEWS
        Small Business26%
        Midsize Enterprise13%
        Large Enterprise61%
        REVIEWERS
        Small Business33%
        Midsize Enterprise14%
        Large Enterprise52%
        VISITORS READING REVIEWS
        Small Business20%
        Midsize Enterprise13%
        Large Enterprise67%
        REVIEWERS
        Small Business53%
        Midsize Enterprise33%
        Large Enterprise13%
        VISITORS READING REVIEWS
        Small Business24%
        Midsize Enterprise14%
        Large Enterprise62%
        Buyer's Guide
        AWS GuardDuty vs. Orca Security
        May 2024
        Find out what your peers are saying about AWS GuardDuty vs. Orca Security and other solutions. Updated: May 2024.
        772,649 professionals have used our research since 2012.

        AWS GuardDuty is ranked 4th in Cloud Workload Protection Platforms (CWPP) with 20 reviews while Orca Security is ranked 12th in Cloud Workload Protection Platforms (CWPP) with 15 reviews. AWS GuardDuty is rated 8.2, while Orca Security is rated 9.4. The top reviewer of AWS GuardDuty writes "A stellar threat-detection service that has helped bolster security against malicious threats". On the other hand, the top reviewer of Orca Security writes "Allows agentless data collection directly from the cloud". AWS GuardDuty is most compared with Microsoft Defender for Cloud, Prisma Cloud by Palo Alto Networks, CrowdStrike Falcon Cloud Security, Wiz and Threat Stack Cloud Security Platform, whereas Orca Security is most compared with Wiz, Prisma Cloud by Palo Alto Networks, Microsoft Defender for Cloud, CrowdStrike Falcon Cloud Security and Qualys VMDR. See our AWS GuardDuty vs. Orca Security report.

        See our list of best Cloud Workload Protection Platforms (CWPP) vendors.

        We monitor all Cloud Workload Protection Platforms (CWPP) 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.