Endeca (discontinued) vs. Zoho Analytics

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Endeca (discontinued)
Score 7.2 out of 10
N/A
Endeca was a business intelligence platform for analyzing unstructured data, acquired by Oracle and since discontinued.N/A
Zoho Analytics
Score 8.2 out of 10
Small Businesses (1-50 employees)
Zoho Analytics (formerly Zoho Reports) is a self-service BI and analytics platform that allows users to analyze their business data and create reports and dashboards. It is designed to help users create and share reports quickly, without IT assistance.
$30
0.5M rows, 2 users
Pricing
Endeca (discontinued)Zoho Analytics
Editions & Modules
No answers on this topic
Basic
$30
0.5M rows, 2 users
Professional
$30
per user per month billed annually
Standard
$60
1M rows, 5 users
Premium
$145
5M rows, 15 users
Enterprise
$575
50M rows, 50 users
Offerings
Pricing Offerings
Endeca (discontinued)Zoho Analytics
Free Trial
NoYes
Free/Freemium Version
NoYes
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo 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
Endeca (discontinued)Zoho Analytics
Features
Endeca (discontinued)Zoho Analytics
BI Standard Reporting
Comparison of BI Standard Reporting features of Product A and Product B
Endeca (discontinued)
5.5
Ratings
39% below category average
Zoho Analytics
8.7
Ratings
6% above category average
Customizable dashboards5.00 Ratings8.50 Ratings
Report Formatting Templates6.00 Ratings00 Ratings
Pixel Perfect reports00 Ratings8.90 Ratings
Ad-hoc Reporting
Comparison of Ad-hoc Reporting features of Product A and Product B
Endeca (discontinued)
5.7
Ratings
34% below category average
Zoho Analytics
8.1
Ratings
1% above category average
Drill-down analysis8.00 Ratings8.00 Ratings
Formatting capabilities7.00 Ratings7.60 Ratings
Integration with R or other statistical packages2.00 Ratings00 Ratings
Report sharing and collaboration6.00 Ratings8.60 Ratings
Report Output and Scheduling
Comparison of Report Output and Scheduling features of Product A and Product B
Endeca (discontinued)
7.0
Ratings
17% below category average
Zoho Analytics
8.4
Ratings
1% above category average
Publish to Web6.00 Ratings8.20 Ratings
Publish to PDF7.00 Ratings8.60 Ratings
Report Versioning7.00 Ratings00 Ratings
Report Delivery Scheduling8.00 Ratings8.40 Ratings
Delivery to Remote Servers7.00 Ratings00 Ratings
Data Discovery and Visualization
Comparison of Data Discovery and Visualization features of Product A and Product B
Endeca (discontinued)
7.3
Ratings
9% below category average
Zoho Analytics
8.0
Ratings
0% above category average
Pre-built visualization formats (heatmaps, scatter plots etc.)7.00 Ratings8.20 Ratings
Location Analytics / Geographic Visualization7.00 Ratings8.50 Ratings
Predictive Analytics8.00 Ratings7.40 Ratings
Access Control and Security
Comparison of Access Control and Security features of Product A and Product B
Endeca (discontinued)
8.0
Ratings
6% below category average
Zoho Analytics
8.5
Ratings
0% above category average
Multi-User Support (named login)8.00 Ratings8.70 Ratings
Role-Based Security Model8.00 Ratings8.90 Ratings
Multiple Access Permission Levels (Create, Read, Delete)8.00 Ratings8.50 Ratings
Report-Level Access Control00 Ratings7.90 Ratings
Single Sign-On (SSO)00 Ratings8.60 Ratings
Mobile Capabilities
Comparison of Mobile Capabilities features of Product A and Product B
Endeca (discontinued)
8.2
Ratings
5% above category average
Zoho Analytics
6.4
Ratings
20% below category average
Responsive Design for Web Access8.20 Ratings7.30 Ratings
Mobile Application8.20 Ratings4.30 Ratings
Dashboard / Report / Visualization Interactivity on Mobile8.20 Ratings5.90 Ratings
Application Program Interfaces (APIs) / Embedding
Comparison of Application Program Interfaces (APIs) / Embedding features of Product A and Product B
Endeca (discontinued)
5.8
Ratings
29% below category average
Zoho Analytics
8.3
Ratings
6% above category average
REST API8.00 Ratings8.10 Ratings
Javascript API8.00 Ratings00 Ratings
iFrames6.00 Ratings8.60 Ratings
Java API6.00 Ratings00 Ratings
Themeable User Interface (UI)4.00 Ratings00 Ratings
Customizable Platform (Open Source)3.00 Ratings00 Ratings
Best Alternatives
Endeca (discontinued)Zoho Analytics
Small Businesses
BrightGauge
BrightGauge
Score 9.1 out of 10
BrightGauge
BrightGauge
Score 9.1 out of 10
Medium-sized Companies
Reveal
Reveal
Score 10.0 out of 10
Reveal
Reveal
Score 10.0 out of 10
Enterprises
Kyvos Semantic Intelligence Layer
Kyvos Semantic Intelligence Layer
Score 9.9 out of 10
Kyvos Semantic Intelligence Layer
Kyvos Semantic Intelligence Layer
Score 9.9 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
Endeca (discontinued)Zoho Analytics
Likelihood to Recommend
8.0
(0 ratings)
7.3
(0 ratings)
Likelihood to Renew
7.4
(0 ratings)
8.9
(0 ratings)
Usability
7.0
(0 ratings)
7.8
(0 ratings)
Availability
-
(0 ratings)
9.1
(0 ratings)
Performance
-
(0 ratings)
9.1
(0 ratings)
Support Rating
8.0
(0 ratings)
5.4
(0 ratings)
In-Person Training
8.0
(0 ratings)
-
(0 ratings)
Online Training
9.9
(0 ratings)
-
(0 ratings)
Implementation Rating
8.0
(0 ratings)
5.5
(0 ratings)
Ease of integration
-
(0 ratings)
7.3
(0 ratings)
Product Scalability
-
(0 ratings)
7.2
(0 ratings)
Vendor post-sale
-
(0 ratings)
7.3
(0 ratings)
Vendor pre-sale
-
(0 ratings)
8.2
(0 ratings)
User Testimonials
Endeca (discontinued)Zoho Analytics
Likelihood to Recommend
Best fit for this product: - Advanced or Sophisticated Enterprise Search platform: If you spend effort on your search capabilities, Endeca is the tool. - If you are looking for capabilities to search and navigate similar to a relational-database system, then Endeca is not the best fit. - If you are spending effort to drive customer experience, especially around customer interaction with your web application, Endeca can help with that in a multichannel environment.
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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
  • Provides exact, correct counts of items in its dimensions.
  • Allows for flexible, out-of-the-box boosting of content (based on combo of any/all of: user profile, date, dimension being browsed and search keyword).
  • It has a reasonably good admin interface for the administration of boosting/promotion rules for the business user.
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  • 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
  • For the most part, it is quite intuitive, however, you need to have an intermediate knowledge of HTML to be able to construct unique promotional web pages. Nowadays, with WordPress and other content management systems that have WYSIWYG interfaces, Endeca may prove to be challenging to HTML beginners.
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  • 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
If the solution is implemented well and the business understands the purpose of the Endeca stack, it offers a great way for a business to explore and benefit from its existing data. From my experience, the Endeca solution has exposed data patterns to a business that were not thought about or explored before because of the lack of available tools to properly expose these patterns
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Usefulness: I find Zoho Analytics highly useful for our data analysis needs. Its features, such as data visualization, reporting capabilities, and integration options, greatly aid our business and analytical processes. Ease of Use: The platform is user-friendly and intuitive, making it accessible to users with varying levels of technical expertise. Reliability: We trust Zoho Analytics to deliver consistent and reliable performance. The platform's stability and uptime contribute positively to our overall experience.
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Usability
The system itself is very usable, and with proper training is very sensible in its organization and method of operation. There are some downsides in initial setup in the way things are imported (or not in some cases) in setting up properties and dimensions. Overall however it's amazingly flexible in terms of the content it can index and make available for search.
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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
No answers on this topic
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
No answers on this topic
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
Support has been very good, and the trainers for the various Endeca courses have all been very willing to help long after the classes have been completed, so in the instances where we're waiting on support from Oracle, it's often that the members of their training arm can help us out as well.
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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
The training is actually really good, and absolutely necessary - although this is software that has great documentation, the documentation itself is so vast, that it would be difficult to learn haphazardly, not to mention being incredibly time consuming to do so. Online training probably would have been fine except for the fact that having someone look over your shoulder to see where you're going wrong is helpful. This also allowed our team to sit in a single room and converse about functionality, etc. that would have been difficult to facilitate via an online class.
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No answers on this topic
Online Training
We did some online Q&A with the Oracle team, but I would definitely recommend doing an in person class if you have a large team that will be attending - there's definitely no replacements for a large class of technically oriented staff members who can drive conversation about specific topics that might surface.
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No answers on this topic
Implementation Rating
There were some features we were hoping to get implemented in this particular release of Endeca, but were unable to facilitate those requirements due mostly to timeline. Having seen several other implementations, we will definitely have future iterations to add functionality and improve upon our implementation of Endeca. For the time being, we are satisfied with our implementation as it turned out.
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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
Endeca is brilliant for setting up simple and straightforward search platforms that utilise only basic search rules. On the other hand, Apache Solr supports far more complex search platform implementations, including multi-index search. Overall, I would say Solr is far more powerful than Endeca.
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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
No answers on this topic
The system appears to handle large data volumes from different platforms and present the information in a standard format. While the information is helpful, the insight and analytics are very interesting and provide a return on investment. The next part is how the users use that data insight to make decisions.
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Return on Investment
  • It is a searching tool, and hard to estimate its impact on conversion.
  • It does its job regarding better searching; In terms of efficiency, it's hard to say: it has big learning curve. It requires a dedicated Endeca developer to work on it.
  • Compared to Solr, it is way too complicated.
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  • Zoho Analytics has dramatically impacted the time we spend creating reports. We probably save 20+ hours per month.
  • Due to the tight integration with the rest of the Zoho platform, we don't have to manually import data; it just shows up for us.
  • Having some of these reports in our pocket is great when the owner wants to see something, and we're not in the office. I love the mobile app and the ability to see reports on the phone.
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ScreenShots

Zoho Analytics Screenshots

Screenshot of Zia Insights, which provides contextual intelligence with detailed diagnostics.Screenshot of where OpenAI's large language models (LLMs) are leveraged within Ask Zia to build complex queries, construct metrics and formulas, and discover public datasets.Screenshot of key metrics with KPI charts.Screenshot of streaming data, which is available for real-time insights. Users can process streams from Google Pub/Sub, Kafka, PubNub and APIs.Screenshot of reports accessed from iPad and Android tablets.Screenshot of custom machine learning models, available with a no-code assistant.