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Calabrio ONE vs MoEngage comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Mar 15, 2026

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

Calabrio ONE
Ranking in AI Customer Experience Personalization
16th
Average Rating
7.8
Reviews Sentiment
7.5
Number of Reviews
32
Ranking in other categories
Workforce Engagement Management (4th), AI Scheduling & Coordination (4th)
MoEngage
Ranking in AI Customer Experience Personalization
22nd
Average Rating
7.6
Reviews Sentiment
8.2
Number of Reviews
2
Ranking in other categories
Marketing Automation (11th), AI Sales & Marketing (24th)
 

Mindshare comparison

As of June 2026, in the AI Customer Experience Personalization category, the mindshare of Calabrio ONE is 1.2%, down from 2.5% compared to the previous year. The mindshare of MoEngage is 0.8%. It is calculated based on PeerSpot user engagement data.
AI Customer Experience Personalization Mindshare Distribution
ProductMindshare (%)
Calabrio ONE1.2%
MoEngage0.8%
Other98.0%
AI Customer Experience Personalization
 

Featured Reviews

GS
Customer Service Analyst/Scheduler at Tucson Electric Power
The Copy Schedule Activities reduces time spent for changing activities. Agents are not able to cancel an approved request in the Time Off Request area.
I cannot speak about the difference for the QM software. My main use is of the WFM software. A few of the features were "nice to have" features, but version 9.3 had some "deficiencies". The main problem was not being able to run scenarios in a pseudo scheduling area, so the way Calabrio is now, agents can possibly see test scenarios. Another problem is the Time Off Request area. Agents are not able to cancel an approved request through this area. The sorting/filtering could be improved upon greatly. We are scheduled to upgrade to version 10.0, which will resolve many of the issues we do not like about the current version that we are using. Update: We are still on version 9.3 and looking forward to upgrading.
Vyas Shubham - PeerSpot reviewer
Senior Quality Analyst at a consultancy with 51-200 employees
Targeted lifecycle journeys have boosted engagement and have improved retention continuously
There is definitely room for improvement in MoEngage. A few challenges and pain points I have experienced include the learning curve for advanced features. Although the basic interface is user-friendly, some advanced capabilities such as complex segmentations, journey logic, and event configuration can present a steeper learning curve. Our new users require training to fully utilize the platform, and debugging complex journeys is not always intuitive. Improvement in guided workflows or more interactive onboarding would help us make better use of MoEngage. While the platform provides solid analytics, there are limitations regarding deep customization and advanced reporting, with limited flexibility in creating highly custom reports. We have noted that exporting and combining data for deeper analysis sometimes requires external tools, so enhancing analytics capabilities or offering more customizable dashboards would significantly add value to the platform. Additionally, we have observed minor delays in real-time data syncing when managing large user volumes, and event-based triggers may occasionally face delays. While these are not major issues, improving real-time responsiveness would strengthen time-sensitive campaigns on our platform. One improvement would be UI/UX enhancements in campaign management because, while the UI is generally clean, managing multiple campaigns and journeys at scale can feel slightly cluttered. Navigating between campaigns and flows can be optimized, and better visualization for complex journeys would help us significantly. A more streamlined interface for large-scale operations would enhance usability. I believe one area for further development could be more advanced AI-driven automation. For example, smarter recommendations for campaign timing, audience selection, or next best actions would be beneficial. While the current predictive features are useful, further maturity would make the platform even more proactive and reduce manual optimization efforts.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"Easier for RT and TM's to view current adherence."
"We used Excel prior to having Calabrio; this tool has made our lives so much easier."
"By being able to manage better the time of the agents, and the ease of use thru intraday management, we have been able to move adherence goals from 80 to 85%, and we know that we can even bring it up to 90% in the near future, that alone has made our 6 locations that much more effective, resulting in better customer service for our patients and families."
"The Copy Schedule Activities has been a favorite tool. It reduces time spent when I need to make changes which are identical to multiple agents' schedules."
"Our agents have the functionality for partial coverage, this allows them to customize their schedule and still meet our SLA's."
"It provides excellent call recording functionality."
"Calabrio WFM offers great insights on scheduling; what I like about the program the most is the coverage tray as this allows us to see our staffing deficits, shrinkage, and the reforecasting of our calls, helping us make real-time decisions while taking into account how it will affect staffing."
"I was able to use Calabrio to provide data and analytics in a visually stimulating fashion which captured my audience's understanding with ease."
"Around 40 to 50% of my work has mentally transferred to this particular tool, helping me in more structured follow-up."
"MoEngage is not just a messaging tool but a strategic product growth platform that significantly enhances user engagement and retention when used effectively."
 

Cons

"It sometimes needs quite clunky work arounds for certain things, e.g. If I add exceptions into agent schedules such as holidays or long term sickness, it's not easy to just delete them."
"We have encountered stability issues. We had about six months where the program was crashing weekly."
"The only issue I have found with Calabrio is the WFM side."
"15 minute intervals across the solution would be of great value."
"The biggest issue that we have come across is the messaging where we receive Time Off Requests."
"Give agents the ability to cancel approved requests for time off. Vacation plans do actually change in the real world."
"Initially, we encountered a little stability issue."
"I think Calabrio has a lot of potential but the day to day scheduling functions take too many steps."
"Though MoEngage is a really good product, as we are using it on a basic level, one area of improvement is the ease of use for some of the advanced features."
"While the platform provides solid analytics, there are limitations regarding deep customization and advanced reporting, with limited flexibility in creating highly custom reports."
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Top Industries

By visitors reading reviews
Financial Services Firm
26%
Comms Service Provider
8%
Manufacturing Company
7%
Religious Institution
7%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise1
Large Enterprise29
No data available
 

Questions from the Community

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What needs improvement with MoEngage?
An area where MoEngage can be improved is by adding features through more in-depth onboarding tutorials, since a new user may take time to get used to the wide range of features. Also, it would be ...
What is your primary use case for MoEngage?
My main use case for MoEngage is for communicating with patients and using it as an engagement platform where we send timely reminders about upcoming appointments to patients, follow-up after treat...
What advice do you have for others considering MoEngage?
My advice for others looking into using MoEngage is that they should definitely consider it because it aids in customer retention and engagement. For our dental clinic, we are gaining more and more...
 

Also Known As

Calabrio
No data available
 

Overview

 

Sample Customers

Polaris, Equifax, Fedex, Rabo, Paychex, Virteva, VITAS Healthcare Corp, Keurig Green Mountain, AT&T, Esurance, Subaru, Boeing, Tiffany & Co., Thomson Reuters.
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Find out what your peers are saying about Calabrio ONE vs. MoEngage and other solutions. Updated: April 2026.
896,942 professionals have used our research since 2012.