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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    GoodData.AI

    Score8.8 out of 10
    N/AGoodData is an analytics platform used by organizations to deliver real-time, governed insights, embedded into products, customized for users, and integrated into any data environment.N/A

    Zscaler Internet Access

    Score8.9 out of 10
    N/AZscaler Internet Access™ (ZIA) is a secure web gateway (SWG), delivering cloud native cyberthreat protection and zero trust access to the internet and SaaS apps.N/A
    Pricing
    GoodData.AIZscaler Internet Access
    Editions & Modules
    No answers on this topic
    No answers on this topic
    Offerings
    Pricing Offerings
    GoodData.AIZscaler Internet Access
    Free Trial
    YesNo
    Free/Freemium Version
    NoNo
    Premium Consulting/Integration Services
    YesYes
    Entry-level Setup FeeOptionalNo setup fee
    Additional Details——
    More Pricing Information
    Community Pulse
    GoodData.AIZscaler Internet Access
    Considered Both Products
    GoodData.AI
    No answer on this topic
    Zscaler
    No answer on this topic
    Key User Insights
    Would buy again
    90%
    Would buy again
    73 Answers
    99%
    Would buy again
    284 Answers
    Delivers good value for the price
    97%
    Delivers good value for the price
    70 Answers
    98%
    Delivers good value for the price
    245 Answers
    Happy with the feature set
    90%
    Happy with the feature set
    73 Answers
    99%
    Happy with the feature set
    284 Answers
    Lived up to sales and marketing promises
    93%
    Lived up to sales and marketing promises
    55 Answers
    97%
    Lived up to sales and marketing promises
    207 Answers
    Implementation went as expected
    84%
    Implementation went as expected
    54 Answers
    93%
    Implementation went as expected
    227 Answers
    Features
    GoodData.AIZscaler Internet Access
    BI Standard Reporting
    Comparison of BI Standard Reporting features of GoodData.AI and Zscaler Internet Access
    Feature
    GoodData.AI
    8.1
    74 Ratings
    12% above category average
    Zscaler Internet Access
    -
    Ratings
    Pixel Perfect reports8.055 Ratings00 Ratings
    Customizable dashboards8.974 Ratings00 Ratings
    Report Formatting Templates7.362 Ratings00 Ratings
    Ad-hoc Reporting
    Comparison of Ad-hoc Reporting features of GoodData.AI and Zscaler Internet Access
    Feature
    GoodData.AI
    8.1
    74 Ratings
    4% above category average
    Zscaler Internet Access
    -
    Ratings
    Drill-down analysis7.772 Ratings00 Ratings
    Formatting capabilities7.674 Ratings00 Ratings
    Report sharing and collaboration8.069 Ratings00 Ratings
    Data Discovery and Visualization
    Comparison of Data Discovery and Visualization features of GoodData.AI and Zscaler Internet Access
    Feature
    GoodData.AI
    7.9
    69 Ratings
    2% above category average
    Zscaler Internet Access
    -
    Ratings
    Pre-built visualization formats (heatmaps, scatter plots etc.)8.067 Ratings00 Ratings
    Location Analytics / Geographic Visualization7.656 Ratings00 Ratings
    Predictive Analytics6.540 Ratings00 Ratings
    Pattern Recognition and Data Mining9.620 Ratings00 Ratings
    Access Control and Security
    Comparison of Access Control and Security features of GoodData.AI and Zscaler Internet Access
    Feature
    GoodData.AI
    8.0
    75 Ratings
    5% above category average
    Zscaler Internet Access
    -
    Ratings
    Multi-User Support (named login)8.974 Ratings00 Ratings
    Role-Based Security Model8.666 Ratings00 Ratings
    Multiple Access Permission Levels (Create, Read, Delete)8.072 Ratings00 Ratings
    Single Sign-On (SSO)6.546 Ratings00 Ratings
    Application Program Interfaces (APIs) / Embedding
    Comparison of Application Program Interfaces (APIs) / Embedding features of GoodData.AI and Zscaler Internet Access
    Feature
    GoodData.AI
    8.3
    51 Ratings
    14% above category average
    Zscaler Internet Access
    -
    Ratings
    REST API8.443 Ratings00 Ratings
    Javascript API8.339 Ratings00 Ratings
    iFrames8.340 Ratings00 Ratings
    Identity Management
    Comparison of Identity Management features of GoodData.AI and Zscaler Internet Access
    Feature
    GoodData.AI
    -
    Ratings
    Zscaler Internet Access
    5.0
    2 Ratings
    55% below category average
    Multi-Factor Authentication00 Ratings5.02 Ratings
    Endpoint Security
    Comparison of Endpoint Security features of GoodData.AI and Zscaler Internet Access
    Feature
    GoodData.AI
    -
    Ratings
    Zscaler Internet Access
    10.0
    2 Ratings
    11% above category average
    Endpoint Detection and Response (EDR)00 Ratings10.02 Ratings
    Threat Intelligence
    Comparison of Threat Intelligence features of GoodData.AI and Zscaler Internet Access
    Feature
    GoodData.AI
    -
    Ratings
    Zscaler Internet Access
    8.5
    216 Ratings
    6% above category average
    Network Analytics00 Ratings8.7217 Ratings
    Threat Recognition00 Ratings8.3214 Ratings
    Vulnerability Classification00 Ratings8.5191 Ratings
    Automated Alerts and Reporting00 Ratings8.2205 Ratings
    Threat Analysis00 Ratings8.8203 Ratings
    Threat Intelligence Reporting00 Ratings8.5199 Ratings
    Automated Threat Identification00 Ratings8.5192 Ratings
    Zero Trust Security
    Comparison of Zero Trust Security features of GoodData.AI and Zscaler Internet Access
    Feature
    GoodData.AI
    -
    Ratings
    Zscaler Internet Access
    8.9
    262 Ratings
    3% above category average
    Continuous Verification00 Ratings8.7245 Ratings
    Secure Web Gateways00 Ratings9.0236 Ratings
    Network Flow Control00 Ratings8.1217 Ratings
    Network Traffic Analysis00 Ratings8.8219 Ratings
    Segmentation Leveraging00 Ratings8.6194 Ratings
    Admin Access Control00 Ratings9.1230 Ratings
    Network Data Encryption00 Ratings8.8207 Ratings
    Network Topology Mapping00 Ratings10.02 Ratings
    Best Alternatives
    GoodData.AIZscaler Internet Access
    Small Businesses
    Yellowfin
    Score8.6 out of 10
    No answers on this topic
    Medium-sized Companies
    Reveal
    Score10 out of 10
    No answers on this topic
    Enterprises
    Microsoft Power BI Embedded
    Score8 out of 10
    Forescout Vistaro Platform
    Score6.6 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    GoodData.AIZscaler Internet Access
    Likelihood to Recommend
    9.2
    (102 ratings)
    9.0
    (295 ratings)
    Likelihood to Renew
    8.9
    (19 ratings)
    8.4
    (6 ratings)
    Usability
    9.4
    (81 ratings)
    8.8
    (279 ratings)
    Availability
    8.7
    (3 ratings)
    7.3
    (1 ratings)
    Performance
    8.7
    (3 ratings)
    5.5
    (1 ratings)
    Support Rating
    10.0
    (11 ratings)
    7.1
    (10 ratings)
    In-Person Training
    9.0
    (1 ratings)
    -
    (0 ratings)
    Online Training
    8.0
    (1 ratings)
    7.3
    (1 ratings)
    Implementation Rating
    7.0
    (4 ratings)
    8.4
    (2 ratings)
    Configurability
    7.7
    (2 ratings)
    8.4
    (2 ratings)
    Data Sharing and Collaboration
    8.0
    (13 ratings)
    -
    (0 ratings)
    Data Sources
    8.0
    (13 ratings)
    -
    (0 ratings)
    Ease of integration
    7.3
    (4 ratings)
    -
    (0 ratings)
    Product Scalability
    9.2
    (2 ratings)
    7.3
    (1 ratings)
    Vendor post-sale
    8.7
    (2 ratings)
    8.4
    (3 ratings)
    Vendor pre-sale
    8.0
    (1 ratings)
    7.3
    (2 ratings)
    User Testimonials
    GoodData.AIZscaler Internet Access
    Likelihood to Recommend
    GoodData.AI
    I think it works nicely for shops that want the analytical power and are ok to host their own infrastructure for the data and etl. For smaller operations with limited budgets but still high demand for analytical features the math may not work out.
    Incentivized
    Read full review
    Zscaler
    I feel the product is very good to set up basic standards and go beyond that in many aspects. However, due to being sometimes too simple, it limits the ability to do some other complex changes. Having the ability to do both would be ideal for some, if not all, of the products within Zscaler Internet Access. A simple setup to have it stand-up, and more advanced settings for those more experienced.
    Incentivized
    Read full review
    Pros
    GoodData.AI
    • The source datasets are often complex, semi-structured and un-linked to key entities. With GoodData, all of these datasets are unified to serve as a central semantic data model layer, building into a galaxy schema with dimensions, bridge, and facts, which then forms the backbone that powers the [...] data intelligence cloud. Building insights and dashboards become a much easier task once the underlying data model is designed. GoodData enforces certain best practices as a BI tool, which must be adhered to get the true value of the raw data. For e.g. the source FDA dashboard may just show inspection data but the Site Profile dashboard built on GoodData goes beyond the standard information and shows more insight into site risk scores and can be drilled into details. There is blog written on this topic: [...].
    • GoodData provides a rich collection of visualization options that help us create compelling story-telling via dashboards. Being well-prepared for FDA inspections is essential for maintaining product quality, regulatory compliance, and avoiding serious business setbacks. FDA inspections are critical events that can shape a company’s market access and reputation. The FDA itself offers the FDA Data Dashboard, but it doesn’t make every document available. There is a blog written on this topic: [...].
    • Medical devices and technologies do not stop evolving after they receive regulatory approval. Once a product hits the market, it faces real-world usage, compliance challenges, and an array of regulatory scrutiny. Managing these postmarket dynamics is critical to a product’s long-term success and patient safety. However, many companies struggle to keep track of relevant events across a product’s markets, from adverse event reports to changing regulations. Postmarket Intelligence developed on GoodData platform enables us to solve that problem. It empowers MedTech companies to efficiently monitor, assess, and act on postmarket data—saving time, improving decision-making, and ensuring compliance with industry standards. Anyone who is used to trying to get the data they need from the various FDA, and other regulatory agency websites, knows that collecting, cleaning, and structuring that data takes hours. And that’s before any analysis can get done. We enable customers to free up time to focus only on the high-value analysis and subsequent recommendations to leadership, rather than wrangling the data.
    • The data pipeline refresh that is provided by GoodData Platform is also quite useful from data engineering perspective. The Automated Data Distribution v2 or commonly called as ADD refresh follows a set pattern of identifying the analytical data model through output stage which helps abstract the complex table definition to simpler views that can help with quick rebuild at the data warehouse level while loading the data into GoodData's ADS storage layer. The import first way of loading data into GoodData's cloud storage, followed by querying for any aggregations or metrics on the GoodData analyzer, makes this simple and fast.
    • GoodData's latest product i.e. Cloud also offers several good features like Analytics as Code which helps software engineering teams follow a code-first approach to analytics, where building insights, dashboards or even datasets can be done in YAML templates or serviced by REST APIs. This is particularly forward thinking in the modern technology stack and evolving industry requirements. These provide seamless integration options to front-end and backend code, embedded analytics with multiple choices from HTML to React based workloads. At [...], we are currently exploring most of these features while planning for a future migration from Platform to Cloud.
    Incentivized
    Read full review
    Zscaler
    • Provides a secure VPN connection point for endpoint connectivity.
    • Provides the VPN connectivity in a fast and reliable connection state.
    • Very dependable, once connected the connection stays up and there's no fuss.
    • Very good at letting you know when you are not authenticated.
    • Very easy to authenticate and regain access when your session times out.
    Incentivized
    Read full review
    Cons
    GoodData.AI
    • Good Data is already have certain customizable options. However, having more flexibility in customizing reports and dashboards & control over the visual aspects would enhance the overall user experience.
    • To make Good Data even more powerful tool, improving the speed and responsiveness of the tool, especially during data-intensive tasks, would be a significantly helpful.
    • For new users, the interface can be made more user friendly which would promote easy navigation through features of tool.
    Incentivized
    Read full review
    Zscaler
    • ZS CLI support to turn off ZIA and ZDX service specifically on mac.
    • Better visibility into failed posture devices, including a timeline and the reason the posture failed (This is about the Zscaler mobile portal: Enrolled devices --> Failed posture devices).
    Incentivized
    Read full review
    Likelihood to Renew
    GoodData.AI
    Because gooddata really helps us in processing data to make reports or dashboards. So we are very satisfied when we use it. What we like is the flexible use of charts. We change at will the use of charts to display in reports or dashboards. Thank you Gooddata for helping companies like us who need flexibility in usage
    Incentivized
    Read full review
    Zscaler
    While Zscaler Internet Access (ZIA) delivers critical value in cloud security and RBI compliance, I rate renewal likelihood 7/10 due to evolving needs versus platform limitations. Below is my rationale:
    Key Gaps:
    1. Advanced Threat Costs:
    ZIA’s add-ons (e.g., Advanced DLP, Sandboxing) incur 35%+ cost premiums – straining budgets as transaction volumes (UPI/iMobile) grow 50% YoY.
    2. API Banking Scalability:
    ZIA’s API rate limits throttle real-time policy sync during UPI peaks (10K+ TPS), forcing workarounds for finacle integrations.
    3. RBI Future-Proofing:
    Limited native support for upcoming digital rupee (CBDC) security rules requires custom development, increasing compliance overhead.
    Incentivized
    Read full review
    Usability
    GoodData.AI
    From a customer perspective it is incredibly usable. We have more users building their own reports that would normally need custom work from our support team. The back end can be daunting when trying to configure things like new data elements or push changes to a report to all existing customers.
    Incentivized
    Read full review
    Zscaler
    Getting started was pretty straightforward. We can tell the product is way more robust than we are using it. It started as a replacement for previous DNS-blocking content filtering, but we're exploring how this will add value with an upcoming DLP redesign and with traffic optimization at some of our remote sites with severe bandwidth limits.
    Incentivized
    Read full review
    Reliability and Availability
    GoodData.AI
    We are approximately one month since go-live. There has been one short outage.
    Read full review
    Zscaler
    No answers on this topic
    Performance
    GoodData.AI
    I'm generally impressed with how fast it reflects so much data.
    Incentivized
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    Zscaler
    There are often performance issues reported
    Incentivized
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    Support Rating
    GoodData.AI
    Support team has been highly responsive and helpful from our first initial deployment to present day. They engage and work with us. know when to escalate for more challenging problems. They also follow up. Overall have had a very good experience with support
    Incentivized
    Read full review
    Zscaler
    Zscaler's ZIA support is quick and knowledgable. They respond within 1-2 hours of you submitting your ticket. They are very thorough and are typically ready to jump on a live troubleshooting session. Our ZIA platform and how we use is it unique so at times tickets can be open for weeks but we alway get quality support compared to other unrelated product support in our enterprise
    Incentivized
    Read full review
    In-Person Training
    GoodData.AI
    Petr was a rock star - patient, knowledgeable, clear and easy to work with.
    Read full review
    Zscaler
    No answers on this topic
    Online Training
    GoodData.AI
    GoodData implementation team was professional and courteous
    Read full review
    Zscaler
    No answers on this topic
    Implementation Rating
    GoodData.AI
    Implementations are hard and we had limited technical resources. We relied too heavily on GD care team. When we found technical gaps, they weren't simple to overcome
    Incentivized
    Read full review
    Zscaler
    good the engineer give excellent support and eplanation
    Incentivized
    Read full review
    Alternatives Considered
    GoodData.AI
    GoodData comparing to other platform is very easy to use, customer support and on-boarding support. Set of features, speed of integration in our platform. Also great benefit for us was very competetive pricing.
    Incentivized
    Read full review
    Zscaler
    The overall user community and scope of supportability outweighed the others on our short list. Netskope was a close second, but the risk, though small, was greater than that of bringing Zscaler aboard. We were looking for a mature, well-supported, highly functional, and fine-grained solution that met all our user and information security requirements.
    Incentivized
    Read full review
    Scalability
    GoodData.AI
    We never had any issues with scalability, other than being limited by workspaces
    Incentivized
    Read full review
    Zscaler
    No answers on this topic
    Return on Investment
    GoodData.AI
    • I personally pushed our management to get GoodData implemented, and there on we have been making much more profits than we ever did!
    • Last month we made a decision using the platform and withing a short span of time our ROI gets 7X.
    • We also made a marketing spend of $100,000 every quater using the insights and metrics, and we are really happy with the returs.
    Incentivized
    Read full review
    Zscaler
    • I would say it has a very good ROI, as whenever someone can't access something, they submit a ticket to our network engineer, and within minutes, the site is safely added to ZIA with best-practice configurations. After seeing a little of the UI from the Zenith event, it seems very user-friendly to control these policies.
    Incentivized
    Read full review
    ScreenShots

    GoodData.AI Screenshots

    Screenshot of Governed Analytics and AI, Built for ScaleScreenshot of Build and Scale Analytics with CodeScreenshot of Ground AI in Trusted Business ContextScreenshot of Automate Analytics with Assistants, Copilots, and AI WorkflowsScreenshot of Embed and Extend Analytics AnywhereScreenshot of Optimize Performance and Compute Cost

    Zscaler Internet Access Screenshots

    Screenshot of an overview of Zscaler Internet Access (ZIA), a cloud native security service edge (SSE) solution that builds on a decade of secure web gateway leadership. Offered as a scalable SaaS platform through Zscaler's security cloud, it replaces legacy network security solutions, preventing advanced attacks and data loss with a comprehensive zero trust approach. ZIA is integrated into the Zscaler Zero Trust Exchange™ to provide superior defense-in-depth, secure connectivity, end user experience, and administrative visibility and control.