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 8.4 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.
$30
per month 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
NoYes
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
2 Ratings
39% below category average
Zoho Analytics
8.7
135 Ratings
6% above category average
Customizable dashboards5.02 Ratings8.6135 Ratings
Report Formatting Templates6.01 Ratings00 Ratings
Pixel Perfect reports00 Ratings8.9106 Ratings
Ad-hoc Reporting
Comparison of Ad-hoc Reporting features of Product A and Product B
Endeca (discontinued)
5.7
3 Ratings
34% below category average
Zoho Analytics
8.2
137 Ratings
2% above category average
Drill-down analysis8.02 Ratings8.2131 Ratings
Formatting capabilities7.01 Ratings7.7136 Ratings
Integration with R or other statistical packages2.01 Ratings00 Ratings
Report sharing and collaboration6.02 Ratings8.7137 Ratings
Report Output and Scheduling
Comparison of Report Output and Scheduling features of Product A and Product B
Endeca (discontinued)
7.0
1 Ratings
16% below category average
Zoho Analytics
8.6
129 Ratings
4% above category average
Publish to Web6.01 Ratings8.5108 Ratings
Publish to PDF7.01 Ratings8.6127 Ratings
Report Versioning7.01 Ratings00 Ratings
Report Delivery Scheduling8.01 Ratings8.6112 Ratings
Delivery to Remote Servers7.01 Ratings00 Ratings
Data Discovery and Visualization
Comparison of Data Discovery and Visualization features of Product A and Product B
Endeca (discontinued)
7.3
1 Ratings
9% below category average
Zoho Analytics
8.1
84 Ratings
1% above category average
Pre-built visualization formats (heatmaps, scatter plots etc.)7.01 Ratings8.380 Ratings
Location Analytics / Geographic Visualization7.01 Ratings8.772 Ratings
Predictive Analytics8.01 Ratings7.466 Ratings
Access Control and Security
Comparison of Access Control and Security features of Product A and Product B
Endeca (discontinued)
8.0
2 Ratings
6% below category average
Zoho Analytics
8.6
129 Ratings
1% above category average
Multi-User Support (named login)8.02 Ratings8.7127 Ratings
Role-Based Security Model8.02 Ratings8.972 Ratings
Multiple Access Permission Levels (Create, Read, Delete)8.02 Ratings8.7122 Ratings
Report-Level Access Control00 Ratings7.830 Ratings
Single Sign-On (SSO)00 Ratings8.674 Ratings
Mobile Capabilities
Comparison of Mobile Capabilities features of Product A and Product B
Endeca (discontinued)
8.2
1 Ratings
5% above category average
Zoho Analytics
7.0
97 Ratings
10% below category average
Responsive Design for Web Access8.21 Ratings7.771 Ratings
Mobile Application8.21 Ratings5.473 Ratings
Dashboard / Report / Visualization Interactivity on Mobile8.21 Ratings6.786 Ratings
Application Program Interfaces (APIs) / Embedding
Comparison of Application Program Interfaces (APIs) / Embedding features of Product A and Product B
Endeca (discontinued)
5.8
2 Ratings
29% below category average
Zoho Analytics
8.4
65 Ratings
8% above category average
REST API8.02 Ratings8.161 Ratings
Javascript API8.02 Ratings00 Ratings
iFrames6.01 Ratings8.653 Ratings
Java API6.01 Ratings00 Ratings
Themeable User Interface (UI)4.01 Ratings00 Ratings
Customizable Platform (Open Source)3.01 Ratings00 Ratings
Best Alternatives
Endeca (discontinued)Zoho Analytics
Small Businesses
Yellowfin
Yellowfin
Score 8.7 out of 10
Yellowfin
Yellowfin
Score 8.7 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 Layer
Kyvos Semantic Layer
Score 9.5 out of 10
Kyvos Semantic Layer
Kyvos Semantic Layer
Score 9.5 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
Endeca (discontinued)Zoho Analytics
Likelihood to Recommend
8.0
(15 ratings)
7.8
(139 ratings)
Likelihood to Renew
7.4
(12 ratings)
8.9
(9 ratings)
Usability
7.0
(1 ratings)
8.1
(83 ratings)
Availability
-
(0 ratings)
9.1
(1 ratings)
Performance
-
(0 ratings)
9.1
(2 ratings)
Support Rating
8.0
(1 ratings)
5.3
(18 ratings)
In-Person Training
8.0
(1 ratings)
-
(0 ratings)
Online Training
9.9
(2 ratings)
-
(0 ratings)
Implementation Rating
8.0
(1 ratings)
5.5
(3 ratings)
Ease of integration
-
(0 ratings)
7.3
(1 ratings)
Product Scalability
-
(0 ratings)
7.6
(71 ratings)
Vendor post-sale
-
(0 ratings)
7.3
(1 ratings)
Vendor pre-sale
-
(0 ratings)
8.2
(1 ratings)
User Testimonials
Endeca (discontinued)Zoho Analytics
Likelihood to Recommend
Discontinued Products
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
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
Discontinued Products
  • 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
  • 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
Discontinued Products
  • Endeca's page builder is not fit to be an enterprise product - it is just BAD!
  • It is not easy for a non-user to understand Endeca quickly
  • Multi-index search (or any complex search implementation) is not easy to setup in Endeca
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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
Discontinued Products
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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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
Discontinued Products
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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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
Discontinued Products
No answers on this topic
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
Discontinued Products
No answers on this topic
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
Discontinued Products
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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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
Discontinued Products
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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Zoho
No answers on this topic
Online Training
Discontinued Products
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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Zoho
No answers on this topic
Implementation Rating
Discontinued Products
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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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
Discontinued Products
Oracle Endeca was the best option that we evaluated by far. It gave us the most flexibility and ability to meet our objectives and had features that were not offered by the competing products we evaluated, but which we very much wanted, and this was why we decided to go with Oracle Endeca versus another platform
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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
Discontinued Products
No answers on this topic
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
Discontinued Products
  • 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 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

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.