GoodData.AI vs. Zoho Analytics

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
GoodData.AI
Score 8.8 out of 10
N/A
GoodData 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
Zoho Analytics
Score 8.4 out of 10
Small Businesses (1-50 employees)
Zoho Analytics is a self-service BI and analytics platform that uncovers patterns, spots emerging trends, tracks business metrics, and detects anomalies. Designed for ease of use, it enables business users to create reports and dashboards independently, without relying on IT.
$60
per month 5 users
Pricing
GoodData.AIZoho Analytics
Editions & Modules
No answers on this topic
Standard
$60
per month Starts at 5 Users
Premium
$145
per month Starts at 15 Users
Enterprise
$575
per month Starts at 50 Users
Offerings
Pricing Offerings
GoodData.AIZoho Analytics
Free Trial
YesYes
Free/Freemium Version
NoYes
Premium Consulting/Integration Services
YesYes
Entry-level Setup FeeOptionalNo setup fee
Additional DetailsThere is a 20% discount for all plans if subscribed yearly. Customers can buy add-on rows and users, in addition to the plans listed above.
More Pricing Information
Community Pulse
GoodData.AIZoho Analytics
Considered Both Products
GoodData.AI
Chose GoodData.AI
Tableau is fantastic for visuals, and Zoho Analytics is user-friendly, but GoodData takes the cake with its seamless integration and powerful analytics. It stacks up well because it's not just about pretty graphs but it's about making data work for you. It's the perfect fit for …
Zoho Analytics
Features
GoodData.AIZoho Analytics
BI Standard Reporting
Comparison of BI Standard Reporting features of Product A and Product B
GoodData.AI
8.1
74 Ratings
12% above category average
Zoho Analytics
8.7
135 Ratings
6% above category average
Pixel Perfect reports8.055 Ratings8.8106 Ratings
Customizable dashboards8.974 Ratings8.5135 Ratings
Report Formatting Templates7.362 Ratings00 Ratings
Ad-hoc Reporting
Comparison of Ad-hoc Reporting features of Product A and Product B
GoodData.AI
8.1
74 Ratings
4% above category average
Zoho Analytics
8.1
137 Ratings
1% above category average
Drill-down analysis7.772 Ratings8.0131 Ratings
Formatting capabilities7.674 Ratings7.6136 Ratings
Report sharing and collaboration8.069 Ratings8.6137 Ratings
Data Discovery and Visualization
Comparison of Data Discovery and Visualization features of Product A and Product B
GoodData.AI
7.9
69 Ratings
2% above category average
Zoho Analytics
8.1
84 Ratings
1% above category average
Pre-built visualization formats (heatmaps, scatter plots etc.)8.067 Ratings8.280 Ratings
Location Analytics / Geographic Visualization7.656 Ratings8.572 Ratings
Predictive Analytics6.540 Ratings7.466 Ratings
Pattern Recognition and Data Mining9.520 Ratings00 Ratings
Access Control and Security
Comparison of Access Control and Security features of Product A and Product B
GoodData.AI
8.0
75 Ratings
5% above category average
Zoho Analytics
8.5
129 Ratings
0% above category average
Multi-User Support (named login)8.974 Ratings8.6127 Ratings
Role-Based Security Model8.666 Ratings8.972 Ratings
Multiple Access Permission Levels (Create, Read, Delete)8.072 Ratings8.5122 Ratings
Single Sign-On (SSO)6.546 Ratings8.574 Ratings
Report-Level Access Control00 Ratings8.030 Ratings
Application Program Interfaces (APIs) / Embedding
Comparison of Application Program Interfaces (APIs) / Embedding features of Product A and Product B
GoodData.AI
8.3
51 Ratings
14% above category average
Zoho Analytics
8.3
65 Ratings
7% above category average
REST API8.443 Ratings8.161 Ratings
Javascript API8.339 Ratings00 Ratings
iFrames8.340 Ratings8.553 Ratings
Report Output and Scheduling
Comparison of Report Output and Scheduling features of Product A and Product B
GoodData.AI
-
Ratings
Zoho Analytics
8.4
129 Ratings
2% above category average
Publish to Web00 Ratings8.2108 Ratings
Publish to PDF00 Ratings8.6127 Ratings
Report Delivery Scheduling00 Ratings8.4112 Ratings
Mobile Capabilities
Comparison of Mobile Capabilities features of Product A and Product B
GoodData.AI
-
Ratings
Zoho Analytics
6.4
97 Ratings
19% below category average
Responsive Design for Web Access00 Ratings7.371 Ratings
Mobile Application00 Ratings4.373 Ratings
Dashboard / Report / Visualization Interactivity on Mobile00 Ratings6.086 Ratings
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User Ratings
GoodData.AIZoho Analytics
Likelihood to Recommend
9.2
(102 ratings)
7.2
(139 ratings)
Likelihood to Renew
8.9
(19 ratings)
8.9
(9 ratings)
Usability
9.4
(81 ratings)
7.8
(83 ratings)
Availability
8.8
(3 ratings)
9.1
(1 ratings)
Performance
8.8
(3 ratings)
9.1
(2 ratings)
Support Rating
10.0
(11 ratings)
5.4
(18 ratings)
In-Person Training
9.0
(1 ratings)
-
(0 ratings)
Online Training
8.0
(1 ratings)
-
(0 ratings)
Implementation Rating
7.0
(4 ratings)
5.5
(3 ratings)
Configurability
7.7
(2 ratings)
-
(0 ratings)
Ease of integration
7.3
(4 ratings)
7.3
(1 ratings)
Product Scalability
9.2
(2 ratings)
7.2
(71 ratings)
Vendor post-sale
8.8
(2 ratings)
7.3
(1 ratings)
Vendor pre-sale
8.0
(1 ratings)
8.2
(1 ratings)
User Testimonials
GoodData.AIZoho Analytics
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.
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Zoho
Zoho Analytics is the best way to consume data created by Zoho products . It's robust and quick build formula libraries and auto generated reports. A data source can be integrated and be ready for consumption within minutes. This gives a well developed baseline for organizing to develop advance analytics. It's mobile dashboards are very intuitive and useful for leaders who are on the move.
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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.
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Zoho
  • Zoho Analytics’ predictive analytics capabilities can help forecast future trends, allowing for proactive planning and risk management.
  • Performance Monitoring: We can track key performance indicators (KPIs) across departments, such as sales, marketing, finance, and HR. This aids in identifying bottlenecks and areas for improvement.
  • Decision making regarding resource allocation.
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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.
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Zoho
  • I'm guessing it's out there somewhere but I really could have used a 'quick start guide' or guided start.
  • Once I figured it out, it makes sense how to make sure the right data is provided in order to make dashboards quite flexible--- but without examples, I found it quite a challenge
  • The initial organization of Analytics is NOT intuitive. Once in context, the organizational features make sense, but (at least initially) it would have been most useful if the organization of Analytics reports in Zoho Analytics had saved me a lot of time.
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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
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Zoho
I'd give this an 11 if I could! As our business moves forward we hope to use Zoho Analytics more then we do now. Creating better reports and dashboards for our management team to evaluate the health of our business and to provide more insightful reports for our customers. The possibilities are endless with this tool
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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.
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Zoho
For an end user, Zoho Analytics is pretty easy to use and very easy to access the dashboard. Linking data from multiple sources is very convenient. Multiple people can work on preparing and publishing the dashboards simultaneously, which helps delegate tasks.
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Reliability and Availability
GoodData.AI
We are approximately one month since go-live. There has been one short outage.
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Zoho
ZOHO is a very reliable company/product. We never had any issues with downtime or inaccessibility to our data. Any type of maintenance that they had to perform was clearly communicated and never an issue. We use a lot of external hooks and we've never had any issues with getting ZOHO to communicate with any of those hooks.
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Performance
GoodData.AI
I'm generally impressed with how fast it reflects so much data.
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Zoho
ZOHO has obviously invested a lot of time effort and money in to creating a reliable infrastructure with high availability. We've never had any issues with performance and all of our data crunching small to large has always been well within reason. We have come to appreciate the performance of ZOHO and will continue to use it for all of our data needs.
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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
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Zoho
The support team is honestly not that great. At times, it seems as if members of our own team know more about the product than the support team. They must not have a lot of training or the turnaround is quick
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In-Person Training
GoodData.AI
Petr was a rock star - patient, knowledgeable, clear and easy to work with.
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Zoho
No answers on this topic
Online Training
GoodData.AI
GoodData implementation team was professional and courteous
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Zoho
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
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Zoho
If your external data sources are previously organized and correlated (e.g.: in your datawarehouse or database) your implementation will be easier. Of cource some not previously predicted correlation would be necessary to be done during the implementation, but if your organization let it to be all done into Zoho Analytics, it will take more time from your team.
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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.
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Zoho
Zoho Analytics has the best UI and user friendly to create reports and dashboard along with features like Zia Assistance that guide in creating reports and dashboard and also help in the forecasting of the data based on the past records.
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Scalability
GoodData.AI
We never had any issues with scalability, other than being limited by workspaces
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Zoho
As far as I know, Zoho Analytics has been able to fulfill every need we've had for it. Our reports have gotten better and more detailed with pretty much every new issue of our magazine. It just keeps getting better, and we keep feeding it more data to digest and present to us.
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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.
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Zoho
  • Analytics has been the foundation of my role. I manage 2000 accounts myself, so I need analytics to help me know whom to serve first.
  • Analytics provides a lot of visualization options that I need to serve my customers.
  • Analytics has excellent options for accountability with our training team to know where each account is in their customer journey.
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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

Zoho Analytics Screenshots

Screenshot of some of the available 500+ native integrations that unify data across a business for a holistic analysisScreenshot of the visual data pipeline builder used to create data flows with data stagesScreenshot of where to turn questions into insights with Ask Zia.Screenshot of an example of the actionable insights, powered by Zia insights's key driver analysis.Screenshot of Get instant, at-a-glance insights with dynamic dashboards.Screenshot of the interface to build and deploy ML models with the no-code AutoML platform