---
title: mParticle by Rokt Reviews
meta_title: 'mParticle by Rokt Reviews 2026: Details, Pricing, & Features | G2'
meta_description: Filter 175 reviews by the users' company size, role or industry
  to find out how mParticle by Rokt works for a business like yours.
aggregate_rating:
  rating_value: 4.4
  review_count: 175
  scale: '5'
date_modified: '2026-07-17'
parent_category:
  name: Marketing
  url: https://www.g2.com/categories/marketing
---

# mParticle by Rokt Reviews
**Vendor:** ROKT  
**Category:** [Customer Data Platforms (CDP)](https://www.g2.com/categories/customer-data-platform-cdp)  
**Average Rating:** 4.4/5.0  
**Total Reviews:** 175
## About mParticle by Rokt
Rokt mParticle is a hybrid customer data platform (CDP) that combines real-time streaming architecture with composable, warehouse-native architecture in a single platform. It is purpose-built for enterprise teams who need both: activating customer data in real time from streaming pipelines and directly from their cloud data warehouse, without rebuilding infrastructure or duplicating data. With hundreds of API-based integrations, Rokt mParticle makes data flow seamlessly across every channel so marketing, product, and data teams can move faster with less hassle. Core capabilities include Customer 360 identity resolution, AI-powered audience segmentation, predictive analytics, and end-to-end data governance with built-in privacy controls. Rokt mParticle connects to 300+ native integrations, routing customer data across marketing, product, and analytics tools without data loss or latency. Global brands including HBO Max, JetBlue, SoFi, Burger King, Chick-fil-A, Spotify, and Klarna use Rokt mParticle to improve identity match rates, grow high-value audiences, lower customer acquisition costs, and drive measurable revenue lift across channels.



## mParticle by Rokt Pros & Cons
**What users like:**

- Users appreciate the **ease of use** of mParticle, simplifying data management and integration across multiple platforms. (4 reviews)
- Users appreciate the **organization and analysis of customer data** in mParticle, simplifying data management across platforms. (4 reviews)
- Users value the **automation efficiency** of mParticle, simplifying data management and reducing manual effort for customer insights. (2 reviews)
- Users value the **collaboration features** of mParticle, effectively organizing data and simplifying audience sharing across platforms. (2 reviews)
- Users find it easy to **create and share audiences** using mParticle, benefiting from seamless integrations and excellent support. (2 reviews)
- Users appreciate the **easy integrations** with mParticle, enhancing workflow and enriching their data ecosystem seamlessly. (2 reviews)
- Users value the **easy audience creation and integrations** of mParticle, enhancing their marketing strategies effortlessly. (2 reviews)
- Reporting (2 reviews)
- Users appreciate the **improved user interface** of mParticle, noting its functionality and ease of use for managing data. (2 reviews)
- Accessibility (1 reviews)

**What users dislike:**

- Users struggle with the **complex configuration** of mParticle, finding the learning curve steep and settings difficult to navigate. (2 reviews)
- Users face a **steep learning curve** with mParticle, making it challenging for new users to navigate effectively. (2 reviews)
- Users struggle with the **complexity issues** of mParticle, finding it challenging to navigate and configure effectively. (2 reviews)
- Users struggle with the **steep learning curve** of mParticle, which complicates onboarding and effective usage for new users. (2 reviews)
- Users face a **steep learning curve** with mParticle, making it challenging for newcomers to navigate its complexities. (2 reviews)
- Cluttered Interface (1 reviews)
- Complex Features (1 reviews)
- Complex Integration (1 reviews)
- Complex Setup (1 reviews)
- Confusing Usability (1 reviews)

## mParticle by Rokt Reviews
  ### 1. Ideal CDP for Growth Marketing Stack

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Food & Beverages | Mid-Market (51-1000 emp.)

**Reviewed Date:** May 18, 2022

**What do you like best about mParticle by Rokt?**

mParticle allows us to capture data from many sources into a single platform and then distribute it as-needed to other systems that would otherwise not be able to capture it directly.

**What do you dislike about mParticle by Rokt?**

Only downside: you need to know your data strategy. mParticle is powerful but its true power is harnessed through a thoughtful data strategy that directly solves use cases needed for your tech stack and team needs.

**Recommendations to others considering mParticle by Rokt:**

Determine your data goals, work with your mParticle team to set up and implement your data strategy, and monitor your data as it comes in for meaningful and actionable insights!

**What problems is mParticle by Rokt solving and how is that benefiting you?**

We're able to better understand our customers. Specifically, we're able to capture event data and leverage the data within those events to create segments in downstream systems to deliver 1:1 personalized communication.

  ### 2. Great Service but needs for feature

**Rating:** 3.5/5.0 stars

**Reviewed by:** Nishant K. | Associate Product Manager, Mid-Market (51-1000 emp.)

**Reviewed Date:** March 03, 2022

**What do you like best about mParticle by Rokt?**

Funnel Drops are nice, but it could be better if we have filters and could compare with the same funnel with different parameters on the same page. Simplicity is also appreciated

**What do you dislike about mParticle by Rokt?**

I dislike they don't have basic features like retention analysis, and also they don't have clear videos and how to use a component. Their content game is off, so you have to discover how everything works

**Recommendations to others considering mParticle by Rokt:**

You can use this tool if you don't have any options but I would suggest choose tool based on the tutorial they have

**What problems is mParticle by Rokt solving and how is that benefiting you?**

I'm primarily solving Funnell drops through multiple processes and time frames. I gain insight like which step is not working correctly and which is working. Also I like that we can check the whole activity set.

**Official Response from Dan Powell:**

> Hi Nishant,

Thanks for your review of Indicative. We appreciate the feedback and will take your points into consideration. I have attached a link to our support documentation below, which covers our tools and features extensively. If you have any more questions, please feel free to reach out to us at support@indicative.com.

Happy analyzing!

  ### 3. Excellent Customer Data Platform and support team!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Jeff P. | Director of Digital Product Management, Enterprise (> 1000 emp.)

**Reviewed Date:** April 18, 2022

**What do you like best about mParticle by Rokt?**

mParticle has so many out-of-the-box integrations, and they make it easy for our teams to centralize and act on data from many parts of the organization.  The support team has been proactive, helpful, and knowledgeable from day one - and we are happy with mParticle having a home in our tech stack.

**What do you dislike about mParticle by Rokt?**

We've been thoroughly satisfied with the mParticle platform and the mParticle team.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

We've automated the collection and transmission of data.  We've learned more about our customers, helping us deliver more of what they want.  We've eliminated manual tasks and have empowered our teams to accomplish more with less time and effort.

  ### 4. Very useful tool for product analytics

**Rating:** 4.5/5.0 stars

**Reviewed by:** Danieel L. | B, Mid-Market (51-1000 emp.)

**Reviewed Date:** March 05, 2021

**What do you like best about mParticle by Rokt?**

Most things are very intuitive, the UI is very friendly and gives people an easy way to make some high-level analysis, like funnel, segmentation and even cohorts analysis.

**What do you dislike about mParticle by Rokt?**

There's no possibility to separate some properties that have the same name for diferent kinds of events, which can be a downside, as long as you need to define well what is the meaning of that property for each kind of event that has it.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

Test and evaluate new features of the company website/app, analyze different page/categories performance, etc.

**Official Response from Dan Powell:**

> Hi Danieel,

Thanks for reviewing Indicative! We appreciate your comments and will take them into consideration as we continue to improve. If you have any more questions or comments, please feel free to reach out to us at support@indicative.com.

Happy analyzing!

  ### 5. Data Engineer send the data to Indicative

**Rating:** 4.5/5.0 stars

**Reviewed by:** Jailson B. | Data Engenieer, Mid-Market (51-1000 emp.)

**Reviewed Date:** August 30, 2022

**What do you like best about mParticle by Rokt?**

The easy way to build a board and access information.

**What do you dislike about mParticle by Rokt?**

Maybe the missing feature to union the events by another property beyond the user_id property

**What problems is mParticle by Rokt solving and how is that benefiting you?**

Release the board quicly to team

**Official Response from Dan Powell:**

> Hi Jailson,

Thanks for your review! We appreciate feedback from Indicative users and will take your comments into consideration as we continue to improve.

Happy analyzing!

  ### 6. Great data viz tool w/ excellent customer service

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Food & Beverages | Mid-Market (51-1000 emp.)

**Reviewed Date:** May 19, 2022

**What do you like best about mParticle by Rokt?**

The onboarding process was painless. My team and I felt incredibly supported by the indicative team. We explained our goals and the cohort analyses we wanted to run, and the team helped us utilize loads of cool features to help us understand customer behavior.

**What do you dislike about mParticle by Rokt?**

Some features aren't all that intuitive. Customizing dashboards is fun, but the drag + drop function for moving query previews around is a little clunky if you have a lot of queries in a dashboard. Overall, not too much to complain about.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

Indicative helps us understand customer cohorts and the funnel in a way that aligns our teams. The biggest benefit my team has found is the ability to create dashboards centered around OKRs.

**Official Response from Dan Powell:**

> Hi,

Thanks for taking the time to review Indicative! We appreciate your feedback and will take your comments into consideration as we continue to improve. Please don't hesitate to share additional questions or comments with us at support@indicative.com.

Happy analyzing!

  ### 7. My experience with mParticle

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.)

**Reviewed Date:** May 24, 2022

**What do you like best about mParticle by Rokt?**

I like the support we are getting from the mParticle team when we have any technical mParticle related questions.

**What do you dislike about mParticle by Rokt?**

Even if the tool is doing well, what it is supposed to do, there are some areas for improvement:
1. Monitoring/debugging capabilities are limited. I feel that more information could be retrieved and presented to the user to simplify his life. E.g. Showing the status of a newly built connection or displaying information on how to test the connection. 
2. I miss a simplified setup process or pop-up hints during setup. E.g. When we connect mParticle output to the new destination, it would be nice to get messages explaining what is not done yet - like, A. input needs to be connected to the output. Or B. showing a warning that sending too many data points can have a financial impact on the destination system.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

It helps us to set up real-time (or not real-time) data pipes between our systems.

  ### 8. Indicative help me to take better decisions with using data about my users

**Rating:** 5.0/5.0 stars

**Reviewed by:** Rodrigo A. | Product Owner, Mid-Market (51-1000 emp.)

**Reviewed Date:** March 04, 2022

**What do you like best about mParticle by Rokt?**

The funnels that allow me to construct journey dashboard to help me analyse many steps in the user journey and its engagement with platform

**What do you dislike about mParticle by Rokt?**

Optional steps in Funnel are limited to four. And would be fantastic if i could separate a funnel in two differents paths

**What problems is mParticle by Rokt solving and how is that benefiting you?**

I'm analyzing how my users use my platform and in what steps they drop off or have some problem. The indicative help me to increase the conversion on the steps

**Official Response from Dan Powell:**

> Hi Rodriguo,

Thanks for taking the time to review the Indicative app. We are glad that you have been able to make use of the Funnel tool and will take your feature requests into consideration as we continue to improve. If you have any more questions or feedback, please reach out to us at support@indicative.com.

Happy analyzing!

  ### 9. Powerful tool, great customer support

**Rating:** 4.5/5.0 stars

**Reviewed by:** Jim L. | Sr. Product Manager, Mid-Market (51-1000 emp.)

**Reviewed Date:** July 25, 2022

**What do you like best about mParticle by Rokt?**

It allows us to run all our 3rd party SDKs through mParticle to our client rather than integrating all these 3rd party SDKs directly. This is much less chatty and improves the performance of our apps!

**What do you dislike about mParticle by Rokt?**

there is a bit of a ramp up time to define and implement various events to be tracked.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

It allows us to connect the dots between user behavior across platforms and instances to understand true user journeys and how to improve conversion and retention.

  ### 10. Simple interface, great insights

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Health, Wellness and Fitness | Mid-Market (51-1000 emp.)

**Reviewed Date:** September 02, 2022

**What do you like best about mParticle by Rokt?**

I think the presentation of data is the best feature, as it makes complex data less daunting to wade through.

**What do you dislike about mParticle by Rokt?**

I still think there's a steep learning curve in understanding all parts of the data. Probably more help, or auto insights would be good for beginners.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

We can actually see our user dropoff rate and drill down into reasons why.

**Official Response from Dan Powell:**

> Hi,

Thanks for taking the time to review Indicative! We greatly appreciate your feedback and will take this review into consideration. I've attached a link to our help center with resources for getting started on the platform, including how to prepare and analyze data.

Happy analyzing!

  ### 11. mParticle CDP

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.)

**Reviewed Date:** August 31, 2022

**What do you like best about mParticle by Rokt?**

Excellent Account Team that takes time to understand and resolve the issues with the client. Good Product overall, has a lot of inbuilt connectors to move the data in and out of the platform.

**What do you dislike about mParticle by Rokt?**

The pricing of the product could be more intuitive to stay competitive. The pricing of the product could be more intuitive to stay competitive. The pricing of the product could be more intuitive to stay competitive.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

mParticle is helping with real-time use cases within the organization as the data comes to mParticle in real-time and can help orchestrate marketing campaigns easily.

  ### 12. Best REAL TIME customer journey analytics tool

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Financial Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** May 22, 2022

**What do you like best about mParticle by Rokt?**

The fact that the tracking is accurate and gives me and my team reliably actionable to work on is the best thing about the tool. Also, it shows you data real-time which is another added advantage. The range of integrations is huge which reduces dev dependency, wow!

**What do you dislike about mParticle by Rokt?**

Everything is great. They should keep working on more capabilities around segmentation, finding more unique parameters too understand user behavior and intent so that analyses are more insightful. So far, great work!

**What problems is mParticle by Rokt solving and how is that benefiting you?**

Understanding customer journeys and where dropoffs are happening, what are the red areas in the funnel and doing cohort analysis to drive some patterns and seasonality.

  ### 13. Powerful product and great customer support team

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Mental Health Care | Mid-Market (51-1000 emp.)

**Reviewed Date:** August 24, 2022

**What do you like best about mParticle by Rokt?**

mParticle's makes data management and data delivery seamless. Their customer support and technical architecture team are first class as well.

**What do you dislike about mParticle by Rokt?**

For customers without event catalogs setup initially, it's a burden to retroactively fill that information.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

mParticle's SDK reduces the development work of sending key data to third parties so we can move faster on developing impactful features.

  ### 14. First time user of mParticle!

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Online Media | Enterprise (> 1000 emp.)

**Reviewed Date:** August 01, 2022

**What do you like best about mParticle by Rokt?**

Our customer service is extremely helpful! When I have a question or require additional help on a certain topic they are there to help me!

**What do you dislike about mParticle by Rokt?**

The learning curve for me is still a challenge and the resources available do provide some help. However, I do find myself lost sometimes.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

I have already received a few training sessions from our customer service team and they have been helpful!

  ### 15. Very easy to use and view data. Simple UI enabled to query data quickly

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Transportation/Trucking/Railroad | Mid-Market (51-1000 emp.)

**Reviewed Date:** May 19, 2022

**What do you like best about mParticle by Rokt?**

Really enjoyed the ease of use of the Dashboard. Was simple to save new Data Queries and select the parameters and/or actions to view data. Integrated into our system very seemlessly.

**What do you dislike about mParticle by Rokt?**

Some of the UI can be a little too simplified. Would have liked a SQL/Data querying language to build custom queries by programming it. A Night or Dark mode would be great!

**What problems is mParticle by Rokt solving and how is that benefiting you?**

We are trying to gather User Events and establish user behaviour as to why they would choose certain actions within our mobile application. We also create reports based on the Indicative Data that we share with customers.

**Official Response from Dan Powell:**

> Hi,

Thanks for reviewing the Indicative platform. We appreciate your feedback and will take it into consideration as we improve the service. If you have any more questions or concerns, please reach out to us at support@indicative.com.

Happy analyzing!

  ### 16. Ease of use in data analysis

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.)

**Reviewed Date:** May 20, 2022

**What do you like best about mParticle by Rokt?**

Powerful visuals and easy to build queries. Indicative is an excellent tool for those who don't have a degree in data analytics but are genuinely interested in user behaviour and patterns.

**What do you dislike about mParticle by Rokt?**

Exploring dashboards in a business account and organising favourites is an area where Indicative could improve. Especially in a large organisation, it is easy to lose the most important projects.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

Indicative can deny or confirm statements like "the majority of our users find it easy to use our product". With the right events library, Indicative can remove all human bias and tell the truth.

**Official Response from Dan Powell:**

> Hi,

Thanks for taking the time to review the Indicative platform. We will take your suggestions into account as we continue to improve. If you have any more questions or concerns, feel free to reach out to us at support@indicative.com. 

Happy analyzing!

  ### 17. Intuitive, powerful & quick, with a few glitches

**Rating:** 4.5/5.0 stars

**Reviewed by:** Peter G. | Product Manager, Mid-Market (51-1000 emp.)

**Reviewed Date:** November 03, 2021

**What do you like best about mParticle by Rokt?**

Within less than an hour, I could create robust analyses that led to real business insight. The tools were right where I expected them and worked exactly the way I thought they would. It was blazing fast, too -- though we don't yet feed too much information into the app (primarily detailed telemetry and purchase info from ~3000 weekly active users). We have Amplitude and Tableau set up on the same dataset. Still, I don't even touch them anymore unless I need to check analyses created by others. Indicative is much more intuitive than both and order of magnitude faster than Tableau -- fast enough to allow interactive analysis and slicing & dicing the data. I even find myself going back to the raw data via Databricks less and less.

**What do you dislike about mParticle by Rokt?**

There have been some problems around the data ingestion side: journey analysis had to be turned on manually, and I encountered a weird problem around funnel analysis -- but those could've been problems on our end, and our data engineering team could fix them soon. One thing I badly miss is the ability to generate 100% stacked bar charts -- it seems like something minor, yet I find myself exporting & moving data to Excel just to do this.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

I am analyzing telemetry data for our app after releasing it on a new platform to identify trends and pinpoint problems. So far I managed to troubleshoot problems with the onboarding funnel, pinpoint the the root cause of spikes and valleys in subscription rates and identify problem areas in the app where extensive usage tends to lead to crashes.

  ### 18. A tool that lacks intuitive design

**Rating:** 1.5/5.0 stars

**Reviewed by:** Verified User in Information Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** August 25, 2022

**What do you like best about mParticle by Rokt?**

Not many things. It falls short of Amplitude in many regards

**What do you dislike about mParticle by Rokt?**

It is not intuitive. So I can't just give it to one of our managers and have them find use in it.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

It's creating more problems than it is solving

**Official Response from Dan Powell:**

> Hello,

Thanks for taking the time to review Indicative. We take feedback seriously and will consider your comments as we continue to improve the tool. If you have any specific feedback or questions, please feel free to reach out to us at support@indicative.com.

Happy analyzing!

  ### 19. Little slow but easy to use

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Financial Services | Small-Business (50 or fewer emp.)

**Reviewed Date:** September 02, 2022

**What do you like best about mParticle by Rokt?**

Event segment flow and user's step by step event journey.

**What do you dislike about mParticle by Rokt?**

Take a lot of time to check segments or user id.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

Helps us better understand user behaviour and any funnel that is breaking and causing user dropoff.

**Official Response from Dan Powell:**

> Hello,

Thanks for your review of the Indicative app. We are glad that you are finding value from the platform, and we also value your feedback, which we will take into consideration as we continue to improve. If you have any more questions or comments, please reach out to us at support@indicative.com.

Happy analyzing!

  ### 20. Simple but powerful tool

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Market Research | Small-Business (50 or fewer emp.)

**Reviewed Date:** May 19, 2022

**What do you like best about mParticle by Rokt?**

Indicative offers an intuitive way to analyze your data without overloading you with too many options. Especially the User Journey can be discovered in multiple dimensions.

**What do you dislike about mParticle by Rokt?**

The Dashboard overview can be improved. Sometimes it's hard to get a quick overview without diving too deep into the single saved questions. It would be great to do this more efficient.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

Indicative solves the issue to give you an overview of the user's path to your product. The benefits are pretty simple. You can optimize the journey and decrease churn rates.

**Official Response from Dan Powell:**

> Hi,

Thank you for your review. We appreciate your thoughts and feedback as we continue to improve our offerings. If you have any more questions or comments, please reach out at support@indicative.com.

Happy analyzing!

  ### 21. Great product for product managers!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Kyle K. | Product Manager, Mid-Market (51-1000 emp.)

**Reviewed Date:** May 31, 2022

**What do you like best about mParticle by Rokt?**

It's extremely easy to use and the learning curve is really small.

I really enjoy how easy it is to build funnels on drop offs and easily segment them based on properties

**What do you dislike about mParticle by Rokt?**

They don't track anonymous ids well which makes experiments for non signed in users difficult.

I hope in future updates we will see this

**What problems is mParticle by Rokt solving and how is that benefiting you?**

It helps me as a product manager compare experiments we are running easily and quick so we can make fast decisions

**Official Response from Dan Powell:**

> Hi Kyle,

Thanks for taking the time to write this review. We appreciate your feedback and will take this into consideration as we improve the platform. If you have any further questions or comments, please feel free to reach out to us at support@indicative.com.

Happy analyzing!

  ### 22. Indicative is great

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.)

**Reviewed Date:** September 01, 2022

**What do you like best about mParticle by Rokt?**

The flexibility of the platform and ease of use

**What do you dislike about mParticle by Rokt?**

Lack of training and support resources..

**What problems is mParticle by Rokt solving and how is that benefiting you?**

It's giving great analytical and data insights that we never had access to before.

**Official Response from Dan Powell:**

> Hi,

Thanks for taking the time to review Indicative! We value your feedback and will consider your comments as we continue to improve. I'm attaching a link to our Help Center, which includes resources for setting up data, becoming oriented to the platform, and getting started using Indicative's analytics tools.

Happy analyzing!

  ### 23. Goof for in depth analysis

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Computer Games | Small-Business (50 or fewer emp.)

**Reviewed Date:** August 25, 2022

**What do you like best about mParticle by Rokt?**

Ease of use & visualization along with out of the box settings

**What do you dislike about mParticle by Rokt?**

Compared to GA, functionalities are bit limited

**What problems is mParticle by Rokt solving and how is that benefiting you?**

User journey analysis to understand user behavior. Indicative has good views around it.

**Official Response from Dan Powell:**

> Hi,

Thanks for your review of Indicative. We take all feedback into consideration, so we appreciate your comments as we continue to improve the app. If you have any more questions or comments, please feel free to contact us at support@indicative.com.

Happy analyzing!

  ### 24. A versatile tool for product analytics and more

**Rating:** 4.5/5.0 stars

**Reviewed by:** Fabio S. | Product Manager, Mid-Market (51-1000 emp.)

**Reviewed Date:** March 03, 2022

**What do you like best about mParticle by Rokt?**

We started to use it at the end of last year, but now, we adopted it in many company areas. The robustness and versatility impressed the data team. It was possible to do even more than we planned.

**What do you dislike about mParticle by Rokt?**

The way we needed to tag the events was a little more confusing or work-demanding than we expected initially. Not a real problem, but a more detailed walkthrough would be helpful

**What problems is mParticle by Rokt solving and how is that benefiting you?**

Product analytics and data consulting dashboards for the board

**Official Response from Dan Powell:**

> Hi Fabio,

Thanks for taking the time to review Indicative. We're glad that you have found success adopting our tools and we appreciate your feedback. If you are interested in learning more, please contact support@indicative.com

Happy analyzing!

  ### 25. Easy to use, straight forward audience creation and great product support

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Telecommunications | Mid-Market (51-1000 emp.)

**Reviewed Date:** August 17, 2022

**What do you like best about mParticle by Rokt?**

Easy to use, straight forward audience creation and great product support

**What do you dislike about mParticle by Rokt?**

Lack of direct firebase tie back for app events

**What problems is mParticle by Rokt solving and how is that benefiting you?**

Readily updated direct audience targeting within several social platforms

  ### 26. My time using indicative

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** August 25, 2022

**What do you like best about mParticle by Rokt?**

It is relatively easy to use once you get the hang of it and had someone show you the ropes.

**What do you dislike about mParticle by Rokt?**

It is not as easy as they present it to be, there still needs to be a lot of hand-holding in the beginning before you can take full advantage of it.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

Looking into our campaign effectiveness without relying on our Data Analyst.

**Official Response from Dan Powell:**

> Hi,

Thanks for your review! We are glad that you found Indicative to be helpful for your team. We will take your feedback into consideration as we continue to improve. If you have any other questions or concerns, please reach out to us at support@indicative.com.

Happy analyzing!

  ### 27. it works for what i need

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.)

**Reviewed Date:** May 19, 2022

**What do you like best about mParticle by Rokt?**

i like that the funnels are straight forward

**What do you dislike about mParticle by Rokt?**

i wish i could add additional "side funnels" within the same analysis? 

for example if i got a segment of people, to find out how much they spent i would need to make a new indicative funnel

**What problems is mParticle by Rokt solving and how is that benefiting you?**

we didnt have a way to measure impact previously from our braze campaigns so this is super useful

**Official Response from Dan Powell:**

> Hi,

Thanks for taking the time to review Indicative! We appreciate your feedback and will take your thoughts into consideration as we continue to improve. Please reach out to support@indicative.com if you have any additional questions or concerns. 

Happy analyzing!

  ### 28. Easier to implement and start understanding data than others

**Rating:** 5.0/5.0 stars

**Reviewed by:** JK B. | Product Manager, Small-Business (50 or fewer emp.)

**Reviewed Date:** November 18, 2021

**What do you like best about mParticle by Rokt?**

Instant data. It's easy to implement. As a Marketer without developer assistance, it was easy for me to start implementing Indicative via GTM. 

The outcome of easy implementation is to get the data outright. When comparing other SaaS analytics and onboarding tool which involves too many complex steps, Indicative is fast. That's the value as a User we expect. Everyday my daily routine to check the Indicative dashboard

**What do you dislike about mParticle by Rokt?**

Nothing much. It's very straightforward to use. May be they could have pre-built templates for people to take inspiration.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

- User onboarding insights
- Retention rate monitoring

This both data by UTM. The cohorts give us how much we are lacking in the conversion rate of users.

  ### 29. Amaizing experience with Indicative

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Internet | Enterprise (> 1000 emp.)

**Reviewed Date:** August 25, 2022

**What do you like best about mParticle by Rokt?**

User friendly and super powerful which creates amazing reports in a few clicks!

**What do you dislike about mParticle by Rokt?**

Help articles and training could be more detailed.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

User behavior on most of our site pages is now easy to investigate!

**Official Response from Dan Powell:**

> Hi,

Thanks for your review! We will take your comments into consideration as we continue to improve. If you have any more questions or comments, feel free to contact us at support@indicative.com. 

Happy analyzing!

  ### 30. Powerful and Useful

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Leisure, Travel & Tourism | Mid-Market (51-1000 emp.)

**Reviewed Date:** May 26, 2022

**What do you like best about mParticle by Rokt?**

Indicative is very simple to use by folks who don't know how to use SQL language. The data visualizations are amazing as Indicative supports anything from funnels, journeys, cohorts, and more.

**What do you dislike about mParticle by Rokt?**

So far I haven't been able to find too many limitations of the platforms. I can update the review as I spent more time using the product.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

Getting quick visibility into marketing and product areas. We use Indicative mainly for evaluating A/B experiments of different user experiences.

**Official Response from Dan Powell:**

> Hi,

Thanks for your review of Indicative. We're happy to hear that you've enjoyed the platform so far. If you have any additional questions or concerns, please don't hesitate to reach out to us at support@indicative.com.

Happy analyzing!

  ### 31. Best in class CDP

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Music | Small-Business (50 or fewer emp.)

**Reviewed Date:** April 25, 2022

**What do you like best about mParticle by Rokt?**

An extensive list of supported Data Sources and Services. Great support to get started and very knowledgeable when figuring out new use cases.

**What do you dislike about mParticle by Rokt?**

Nothing so far.  We've been able to realize all our usecases.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

Single source of truth for our data. It allows us to verify and act on any inconsistent reporting data.

  ### 32. Great tool

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Internet | Mid-Market (51-1000 emp.)

**Reviewed Date:** May 26, 2022

**What do you like best about mParticle by Rokt?**

Nice interface, nice insights obtained easily

**What do you dislike about mParticle by Rokt?**

Should have better interface for creating dashboards or defining events

**What problems is mParticle by Rokt solving and how is that benefiting you?**

Intake flow – understand source of most clients using my product

**Official Response from Dan Powell:**

> Hi, 

Thanks for your review of the Indicative app. We're taking your feedback into consideration as we continue to improve. If you have any more questions or comments, please contact us at support@indicative.com.

Happy analyzing!

  ### 33. Indicative focuses on providing easy tools to do inference immediately

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Retail | Mid-Market (51-1000 emp.)

**Reviewed Date:** March 08, 2022

**What do you like best about mParticle by Rokt?**

Indicative's target users can include business stakeholders in building inference tools.  Closer to the people that values the analytic reports.

**What do you dislike about mParticle by Rokt?**

The initial learning curve to understand all the possible and potential reporting tools may need better walkthrough docs but their interactive demo helps a lot.  Their support staff did best to assist us in making most of the tool and help us decide if the tool is worth it or not.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

We are building a new product and we are interested in a lot of engagement, user journey cohorts and funnels to understand usage and adopt based on the data we get.

**Official Response from Dan Powell:**

> Hi,

Thanks for your review of Indicative. We are glad that you were able to find value in the platform, and we appreciate your feedback. I've attached a link below to our support documentation, which can answer many questions about how to use the various tools found on the app. If you have any more questions or concerns, don't hesitate to contact us at support@indicative.com.

Happy analyzing!

  ### 34. Useful dashboards

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Leisure, Travel & Tourism | Mid-Market (51-1000 emp.)

**Reviewed Date:** March 03, 2022

**What do you like best about mParticle by Rokt?**

Excellent visualization of data and ability to display

**What do you dislike about mParticle by Rokt?**

Fairly steep learning curve - mostly filters and syntax

**Recommendations to others considering mParticle by Rokt:**

Resource commitment to use

**What problems is mParticle by Rokt solving and how is that benefiting you?**

Review of company data analysis

**Official Response from Dan Powell:**

> Hello,

Thank you for taking the time to review Indicative. I've included a link below to our support documentation which you might find useful. If you have any more questions, please reach out to support@indicative.com

Thanks and happy analyzing!

  ### 35. Shows promise, need to spend more time in tool and have training

**Rating:** 3.5/5.0 stars

**Reviewed by:** Erin M. | VP Growth, Mid-Market (51-1000 emp.)

**Reviewed Date:** March 03, 2022

**What do you like best about mParticle by Rokt?**

design, group and filter building functions

**What do you dislike about mParticle by Rokt?**

switching between funnel and segmentation (amplitude lets you do this without rebuilding steps)

**What problems is mParticle by Rokt solving and how is that benefiting you?**

website conversion, web events, acquisition marketing oriented

**Official Response from Arman Escobar:**

> Hi Erin, 

Thanks for taking the time to review Indicative. We appreciate the feedback and will take into consideration your feature request. If you are interested in having some training please reach out to support@indicative.com

Happy Analyzing!

  ### 36. fast and to the point

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.)

**Reviewed Date:** May 26, 2022

**What do you like best about mParticle by Rokt?**

it was extremely fast to analyze how the users' behavior which would require more time to be analyzed using other services

**What do you dislike about mParticle by Rokt?**

it takes some time to load the filter values from the list, their should be some suggestions
no interface to check data loading status

**What problems is mParticle by Rokt solving and how is that benefiting you?**

analyze the user behavior to enhance their journey through the website

**Official Response from Dan Powell:**

> Hi,

Thanks for taking the time to review Indicative. We appreciate your feedback and will take it into consideration as we continue to improve. If you have any more questions or comments, please feel free to contact us at support@indicative.com. 

Happy analyzing!

  ### 37. Indicative is logical and easy enough to use as a software engineer without additional training.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.)

**Reviewed Date:** March 10, 2022

**What do you like best about mParticle by Rokt?**

The simple UI that allows me to create charts and visualizations of our logs and data flows. I like being able to create dashboards and share them with others.

**What do you dislike about mParticle by Rokt?**

The fact that the cache is a bit small, so sometimes it takes a while to reload views.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

Checking results of a/b tests, understanding our users.

**Official Response from Dan Powell:**

> Hi,

Thanks for taking the time to review Indicative! We appreciate your comments and feedback and will take them under consideration as we continue to improve. If you have any other questions or concerns, feel free to reach out to us at support@indicative.com.

Happy analyzing!

  ### 38. Great tool that fills a gap in the market, linking open source logging with product analytics

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Higher Education | Mid-Market (51-1000 emp.)

**Reviewed Date:** March 03, 2022

**What do you like best about mParticle by Rokt?**

Indicative enables us to use open source logging tooling that avoids vendor lock-in, while providing product analytics that matches the best tools out there.

**What do you dislike about mParticle by Rokt?**

So far, we don't have any complaints about Indicative (having migrated from another major product analytics tool).

**What problems is mParticle by Rokt solving and how is that benefiting you?**

Our product team needed a tool that was reliable and scalable as our app went from startup to scaleup data volumes. Existing tooling was not satisfying this need, and we'd also hit significant price cliffs with other tools. We appreciate Indicative's transparent pricing and connectivity to open source logging tools, which limit our lock-in.

**Official Response from Dan Powell:**

> Hi,

Thanks for your Indicative review. We're glad to hear that you're appreciating what the platform has to offer. If you think of any other ways that we might be able to assist you, please reach out to us at support@indicative.com.

Happy analyzing!

  ### 39. Director

**Rating:** 5.0/5.0 stars

**Reviewed by:** Fernando F. | Head of Product, Mid-Market (51-1000 emp.)

**Reviewed Date:** May 27, 2021

**What do you like best about mParticle by Rokt?**

First of all, it is very easy to log in. I can put my google credencials and connect fast. 

It is easy to manipulate and compare numbers. In a little clicks I can see graphics and anallyse my product and compare versions. These informations and number provide more trust to decide what way is better.

We can save some specificly views and share with our team. Make us aways in the same page. Every one can see the same anallyze.

**What do you dislike about mParticle by Rokt?**

Sometimes I miss the last software that I used: mixpanel When I have some issue to solve It´s harder to find a solution in internet. Comparing mixpanel and Indicative I miss more content available in YouTube for example. 

I don´t remember to be invited too to any webinar talking about a new feature or some new user trainig. Eventually We need to organize in our team someone to teach our new emplyees how to use the software. It will better if Indicative could provide the first steps to a new user.

**Recommendations to others considering mParticle by Rokt:**

If you want to know everything about your business, you need to set up indicative. It gives more opportunities to improve the whole journey.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

I'm solving which journey is better for our customer. Indicative allow me to compare de old journey with the new one giveing numbers and convertion.

  ### 40. Team is very professional and the tool is very powerful to deliver on our business objectives.

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Sports | Mid-Market (51-1000 emp.)

**Reviewed Date:** April 08, 2022

**What do you like best about mParticle by Rokt?**

The ability to target real-time audiences and help personalisation across different platforms

**What do you dislike about mParticle by Rokt?**

Nothing to mention at this moment of time.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

Data collection across one platform and sending downstream events to different buying platforms

  ### 41. A good tool for startups

**Rating:** 3.5/5.0 stars

**Reviewed by:** José Augusto B. | User Experience Specialist, Mid-Market (51-1000 emp.)

**Reviewed Date:** March 09, 2021

**What do you like best about mParticle by Rokt?**

I think the dashboards and the conversion graphs are the best part of the toll. But apply the filters are hard and sometimes are necessary understand programming language to use all resources. I'm a User Experience Desinger and for me, it's important the view of full costumer jouney. Indicative hepls me to search and study the gaps in the journey and correct then. The best part is that we can create several funnels with specific points of interest from different areas of the company, these funnels are complementary to each other and the information can be discussed in a team.

**What do you dislike about mParticle by Rokt?**

On some screens the numbers of the dashboards are too small, and it's hard to see them. I think that increase the size of the font is the best way to make the site more accessible. Some features, such as creating a funnel, are complex for those who are not used to using analytics softwares. The platform also brings a lot of information at once, making it difficult to read, and the interface may seem at first unfriendly to anyone who is adapted to Google Analytics.

**Recommendations to others considering mParticle by Rokt:**

Indicative is a good tool for startups and cheaper than others, without neglecting the quality and reliability of data. in addition to facilitating the work with reports and dashboards of user's journey. Indicative can also help various areas of the company to integrate and share their information, since the dashboards are detailed and very complete.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

Now we can see the real conversion rate, because in our Google Analitics the rate is extracted in a sample. We an extract the data and we can make better reports. I realized that our reports are more reliable and complete, being used by many areas of the company, such as CRO, Media Performance and DevOps.

  ### 42. Good data visual but limited capabilities

**Rating:** 2.0/5.0 stars

**Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.)

**Reviewed Date:** May 19, 2022

**What do you like best about mParticle by Rokt?**

It's great for non-BI users. Easy to build visuals such as line charts and bar charts.

**What do you dislike about mParticle by Rokt?**

It's very limited on what you can do. Can't query within the tables. It's not made for someone with more than mid-advanced experience with BI tools.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

Easy, quick visualizations.

**Official Response from Dan Powell:**

> Hi,

Thanks for taking the time to review Indicative. While we are sorry to hear that the platform didn't meet your expectations, we welcome the chance to receive feedback so that we can continue to improve. If you have any further suggestions or comments, please reach out to us at support@indicative.com.

Happy analyzing!

  ### 43. Great product and very user friendly

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Medical Practice | Mid-Market (51-1000 emp.)

**Reviewed Date:** March 03, 2022

**What do you like best about mParticle by Rokt?**

Amount of features, very user friendly and interactive. Very performatic as well

**What do you dislike about mParticle by Rokt?**

Instructor of the software was good but there could be a manual with more detailed information provided

**What problems is mParticle by Rokt solving and how is that benefiting you?**

Customer Journey analysis and points of friction. Data for intelligence

**Official Response from Dan Powell:**

> Hi,

Thanks for taking the time to review Indicative. I wanted to provide a link to our support documentation which might answer some of your questions regarding the platform. If you need any additional info, feel free to contact us at support@indicative.com

Happy analyzing!

  ### 44. Really useful tool

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** May 19, 2022

**What do you like best about mParticle by Rokt?**

Being able to easily visualize customer journey

**What do you dislike about mParticle by Rokt?**

Not able to parse out syntax from json fields for example

**What problems is mParticle by Rokt solving and how is that benefiting you?**

Trying to understand the customer journey. It's so much quicker to do this in Indicative than to write SQL with nested joins

  ### 45. The easiest way to create funnels and analyse data!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Financial Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** March 04, 2022

**What do you like best about mParticle by Rokt?**

It is very easy to create funnels and analyse data in indicative which provides actionables. You can very easily understand user pain points and dropoffs and accordingly it helps us structure our product roadmap. Life saver for PMs

**What do you dislike about mParticle by Rokt?**

Nothing as such. Everything is great and the UI is seamless. Highly recommended for all data analysts and PMs

**What problems is mParticle by Rokt solving and how is that benefiting you?**

Understanding user journeys, funnels, pain points and see where the dropoffs are happening.

**Official Response from Dan Powell:**

> Hello,

Thanks for taking the time to review Indicative. We appreciate your comments and we are glad you're seeing value from the platform! If you have any additional questions or suggestions, please feel free to reach out to support@indicative.com.

Happy analyzing!

  ### 46. Useful Tool

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Banking | Small-Business (50 or fewer emp.)

**Reviewed Date:** February 16, 2021

**What do you like best about mParticle by Rokt?**

Our organization is using indicative for almost 1 to 2 years and for us it was indeed an helpful tool to really understand and investigate our customers journey so that we know what else can we improve on our system.

**What do you dislike about mParticle by Rokt?**

Lately, my team and I are struggling with loading the query for our daily updates on the report. It's like that indicative is having a hard time fetching the reports that we needed when we try to run our query, and it was a struggle as well on our part because we have a specific timeframe for the updates that we needed. Because of that error, the updates got delayed as well. We need to talk first to your customer service to tell you that there's something wrong with the indicative. So, maybe in the future, we won't be experienced that kind of error.

**Recommendations to others considering mParticle by Rokt:**

If you guys are looking for a beneficial tool, you guys might want to try Indicative, and I tell you it was indeed a helpful analytic tool for your organizations or yourself.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

We used the indicative to solve some of our customer application journey. We used indicative to investigate why some of our applicants didn't complete the journey and where step they didn't able to complete or finish that may caused an fall offs on our side and clients side as well. What are the reason why they didn't complete the journey.

  ### 47. Awsome for Exploring Product Metrics

**Rating:** 4.5/5.0 stars

**Reviewed by:** Vinícius A. | Founder and Head Of Data, Small-Business (50 or fewer emp.)

**Reviewed Date:** March 03, 2021

**What do you like best about mParticle by Rokt?**

Simple to make standard product analysis (cohorts, funnels and segmentations). The team is also very attentive and provide helpful insigths for user cases and also technical issues. Also, I have to compliment their data dictionary: it makes day to day easier and the analysis more intuitive (or should I say more Indicative?).

For those wanting to start out and try a product analytics tool, I would also recommend beacuse of their really generous free trial limit of events (I think today it is of 1 billion events up to 28 days and 500 million after that).

**What do you dislike about mParticle by Rokt?**

Well, I would say that they React Native SDK is really outdated (the last update was more than a year ago and the docs are not updated). They do produce a lot of good content on their blog, but I think that the technical docs are kind of forgotten.

**Recommendations to others considering mParticle by Rokt:**

Well, my recommendation is to use the free tier and get to your own conclusions. I think that in the setup process and seeing some test events flowing + exploring the demo they provide will help make a decision.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

With Indicative, it is easier to understand how people use my product and what gaps it has. It comes with a really intuitive and easy to use interface plus a data dictionary (ending those debates between engineers and business people - "what means this event names?"). I would also add that maybe the biggest benefit is the time saved by the teams: now it is really easier to explore existing data and answer questions.

  ### 48. Very powerful resources, but still lacking on refinement for some features.

**Rating:** 3.5/5.0 stars

**Reviewed by:** Gustavo L. | Data Analyst, Mid-Market (51-1000 emp.)

**Reviewed Date:** March 03, 2021

**What do you like best about mParticle by Rokt?**

Indicative simplifies some very complex event analytics tasks with the Cohorts and Funnel tools. Dealing with events using SQL can be a giant pain, even for simple goals. In my opinion, this is the biggest upside for Indicative: it's simple and fast. 
The customer experience is also great! It was a breeze to contact someone every time I needed help.

**What do you dislike about mParticle by Rokt?**

There are not many options for customizing visualizations. The user segmentation could be a bit more versatile, with AND/OR statements, this is very crucial when dealing with bounce rates, for example.
The website could also be more refined, I've had some problems when using it through Firefox, the UX could be better. A good example is the main 'Indicative' header, which does not allow new tabs to be created from it.

**Recommendations to others considering mParticle by Rokt:**

Have really well defined events and good modelling for more specific user segmentation and analysis. Indicative is a very powerful tool, but it has its shortcomings. Using it in conjunction with other BI tools is a very good idea, as it will not meet all your needs for transaction metrics.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

Specific page conversion rates, product stickiness, active users growth, usage of specific features and pages, cohort/user segmentation in order to better understand customer behavior, etc. 
Indicative makes these tasks way easier and faster to handle. Whereas in SQL I would take ~30 min to write a query, I take 2-10 min to create something using the segmentation/funnel/cohort tools.

  ### 49. Top analytical tool for companies that are getting started with analytics

**Rating:** 5.0/5.0 stars

**Reviewed by:** Bharath K. | Product Manager, Enterprise (> 1000 emp.)

**Reviewed Date:** March 02, 2021

**What do you like best about mParticle by Rokt?**

The free tier plan. the 50 million free events for every month for the first 6 months is best in class. My organisation uses segment, the integration with the segment was very seamless. Infact the reason for us to switch to indicative was the seamless integration with Segment.

The pricing is also quite low compared to other competitors.

**What do you dislike about mParticle by Rokt?**

There are no charts provided on user composition. I would like to see the graphs on user distribution based on the OS, and their revenue generation

**Recommendations to others considering mParticle by Rokt:**

Top analytical tool for companies that are getting started with analytics

The free tier plan. the 50 million free events for every month for the first 6 months is best in class. My organisation uses segment, the integration with the segment was very seamless. Infact the reason for us to switch to indicative was the seamless integration with Segment.

The pricing is also quite low compared to other competitors.
I track my top engagement metrics: DAU, MAU on indicative.
I also track my top funnels, which are revenue-generating. 
The drop in funnels help me analyze the steps where there is a significant drop in the funnel
Also, the feature to create cohorts of users is quite good. I track the common attributes of these users and get a sense of user persona

The only drawback is:
There are no charts provided on user composition. I would like to see the graphs on user distribution based on the OS, and their revenue generation

**What problems is mParticle by Rokt solving and how is that benefiting you?**

I track my top engagement metrics: DAU, MAU on indicative.
I also track my top funnels, which are revenue-generating. 
The drop in funnels help me analyze the steps where there is a significant drop in the funnel.

Also, the feature to create cohorts of users is quite good. I track the common attributes of these users and get a sense of user persona

  ### 50. A Must Have Application for Data Analyst

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.)

**Reviewed Date:** March 02, 2021

**What do you like best about mParticle by Rokt?**

You can quickly identify data numbers and understand trendlines as data is demonstrated using visual diagrams. For examples, click through funnels are shown in a process flow type diagram which makes it easier to visually grasp the flow of users from landing page to goal completion. The diagram clearly demonstrates the steps users take towards the end goal and shows intermediary positions where they either drop off or take a different path altogether. Additional steps of the same funnel can be selected from drop down list of pre-built rules to even further granulate the process flow. 

A second aspect that I like about Indicative is the ability to compare historical metrics with current. The timeline charts allow a user to visualize trends that maybe used to make decisions on developing strategies based on time periods. Each data point allows you to see the specific value. These data can be helpful in identifying specific up seasons as well as troughs.

**What do you dislike about mParticle by Rokt?**

Understanding how to set up custom metrics. The codes structure in indicative is hard to understand immediately compared to other tools. I have to check the onsite guides to figure out how to set up a funnel.

**What problems is mParticle by Rokt solving and how is that benefiting you?**

Indicative has already been set-up for analytics of our website. So using the preset funnels to capture data. I use it only as a data gathering method, And not as a tool to identify problems due to the difficulty of setting up custom flows.


## mParticle by Rokt Discussions
  - [May you have created some tutorials for beginners?](https://www.g2.com/discussions/45060-may-you-have-created-some-tutorials-for-beginners) - 1 comment, 2 upvotes
  - [WIll you ever change the new user interface?](https://www.g2.com/discussions/43704-will-you-ever-change-the-new-user-interface) - 1 comment, 1 upvote
  - [Where does indicative stant when compared to other competitors](https://www.g2.com/discussions/43003-where-does-indicative-stant-when-compared-to-other-competitors) - 1 comment, 1 upvote
  - [How would you guys handle all the feedbacks, suggestions, or request of your users about indicative features](https://www.g2.com/discussions/42996-how-would-you-guys-handle-all-the-feedbacks-suggestions-or-request-of-your-users-about-indicative-features) - 1 comment, 1 upvote

- [View mParticle by Rokt pricing details and edition comparison](https://www.g2.com/products/mparticle-by-rokt/reviews?page=2&section=pricing&secure%5Bexpires_at%5D=2026-07-19+21%3A44%3A20+-0500&secure%5Bsession_id%5D=fa9d461a-fb01-4912-ad3c-ad77e8cc442b&secure%5Btoken%5D=b081087c3837793434e6189435d29a8d7caf26e770073203a0e29ea589771253&format=llm_user)
## mParticle by Rokt Integrations
  - [Aarki](https://www.g2.com/products/aarki/reviews)
  - [AB Tasty](https://www.g2.com/products/ab-tasty/reviews)
  - [Adikteev](https://www.g2.com/products/adikteev/reviews)
  - [Adjust](https://www.g2.com/products/adjust/reviews)
  - [Adobe Campaign](https://www.g2.com/products/adobe-campaign/reviews)
  - [Adobe Target](https://www.g2.com/products/adobe-adobe-target/reviews)
  - [Airship](https://www.g2.com/products/airship/reviews)
  - [Algolia](https://www.g2.com/products/algolia/reviews)
  - [Amazon Advertising](https://www.g2.com/products/advertising-spire-amazon-advertising/reviews)
  - [Amazon Kinesis](https://www.g2.com/products/amazon-web-services-aws-amazon-kinesis/reviews)
  - [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews)
  - [Amobee](https://www.g2.com/products/amobee/reviews)
  - [Amplitude Analytics](https://www.g2.com/products/amplitude-analytics/reviews)
  - [Ampush](https://www.g2.com/products/ampush/reviews)
  - [Apache Kafka](https://www.g2.com/products/apache-kafka/reviews)
  - [AppsFlyer](https://www.g2.com/products/appsflyer/reviews)
  - [Apptimize](https://www.g2.com/products/apptimize/reviews)
  - [Awin](https://www.g2.com/products/awin-com/reviews)
  - [Batch](https://www.g2.com/products/batch-batch/reviews)
  - [Bidease](https://www.g2.com/products/bidease/reviews)
  - [Bluecore](https://www.g2.com/products/bluecore/reviews)
  - [Bluedot](https://www.g2.com/products/bluedot/reviews)
  - [Blueshift](https://www.g2.com/products/blueshift/reviews)
  - [Branch](https://www.g2.com/products/branch-branch/reviews)
  - [Braze](https://www.g2.com/products/braze/reviews)
  - [BugSnag](https://www.g2.com/products/bugsnag/reviews)
  - [Button](https://www.g2.com/products/button/reviews)
  - [Cadent](https://www.g2.com/products/cadent-network-cadent/reviews)
  - [CleverTap](https://www.g2.com/products/clevertap/reviews)
  - [Comscore](https://www.g2.com/products/comscore/reviews)
  - [Cordial](https://www.g2.com/products/cordial/reviews)
  - [Databricks](https://www.g2.com/products/databricks/reviews)
  - [Datadog](https://www.g2.com/products/datadog/reviews)
  - [Didomi](https://www.g2.com/products/didomi/reviews)
  - [Dynamic Yield](https://www.g2.com/products/dynamic-yield/reviews)
  - [Eagle Eye](https://www.g2.com/products/goldvip-eagle-eye/reviews)
  - [Everflow](https://www.g2.com/products/everflow/reviews)
  - [Flybits](https://www.g2.com/products/flybits/reviews)
  - [Google Ads](https://www.g2.com/products/google-ads/reviews)
  - [Google Analytics](https://www.g2.com/products/google-analytics/reviews)
  - [Google Marketing Platform](https://www.g2.com/products/google-marketing-platform/reviews)
  - [Google Tag Manager](https://www.g2.com/products/google-tag-manager/reviews)
  - [HEROW](https://www.g2.com/products/herow/reviews)
  - [Hightouch](https://www.g2.com/products/hightouch/reviews)
  - [Hyperlocology](https://www.g2.com/products/hyperlocology/reviews)
  - [Ibotta Performance Network](https://www.g2.com/products/ibotta-performance-network/reviews)
  - [ID5 IdentityCloud](https://www.g2.com/products/id5-identitycloud/reviews)
  - [Inspectlet](https://www.g2.com/products/inspectlet/reviews)
  - [Iterable](https://www.g2.com/products/iterable/reviews)
  - [Kissmetrics](https://www.g2.com/products/kissmetrics/reviews)
  - [Klaviyo](https://www.g2.com/products/klaviyo/reviews)
  - [Kochava](https://www.g2.com/products/kochava/reviews)
  - [Kubit](https://www.g2.com/products/kubit/reviews)
  - [LaunchDarkly](https://www.g2.com/products/launchdarkly/reviews)
  - [Leanplum](https://www.g2.com/products/leanplum/reviews)
  - [LifeStreet](https://www.g2.com/products/lifestreet/reviews)
  - [LiveRamp](https://www.g2.com/products/liveramp/reviews)
  - [MadHive](https://www.g2.com/products/madhive/reviews)
  - [Meta](https://www.g2.com/products/meta-ai-meta/reviews)
  - [Microsoft Azure Services](https://www.g2.com/products/microsoft-azure-services/reviews)
  - [Moloco](https://www.g2.com/products/moloco/reviews)
  - [Monetate](https://www.g2.com/products/monetate/reviews)
  - [Pinterest](https://www.g2.com/products/pinterest/reviews)
  - [Postie](https://www.g2.com/products/getpostie-postie/reviews)
  - [Quantcast Platform](https://www.g2.com/products/quantcast-platform/reviews)
  - [Radar](https://www.g2.com/products/radar-labs-inc-radar/reviews)
  - [Rakuten Advertising](https://www.g2.com/products/rakuten-advertising/reviews)
  - [Shopify](https://www.g2.com/products/shopify/reviews)
  - [SimpleReach](https://www.g2.com/products/simplereach/reviews)
  - [Singular](https://www.g2.com/products/singular/reviews)
  - [Slack](https://www.g2.com/products/slack/reviews)
  - [Snowplow](https://www.g2.com/products/snowplow/reviews)
  - [Sprig](https://www.g2.com/products/sprig/reviews)
  - [Statsig](https://www.g2.com/products/statsig/reviews)
  - [Stormly](https://www.g2.com/products/stormly/reviews)
  - [Talon.One](https://www.g2.com/products/talon-one/reviews)
  - [Taplytics](https://www.g2.com/products/taplytics/reviews)
  - [Taptica](https://www.g2.com/products/taptica/reviews)
  - [Tiktok](https://www.g2.com/products/tiktok/reviews)
  - [Triton](https://www.g2.com/products/lumafield-triton/reviews)
  - [TUNE](https://www.g2.com/products/tune/reviews)
  - [Twitter Ads](https://www.g2.com/products/twitter-ads/reviews)
  - [Unity](https://www.g2.com/products/unity-dataflow-solutions-unity/reviews)

## mParticle by Rokt Features
**Metrics**
- Sessions - Digital Analytics
- Engagement
- Entry and Exit Pages
- Standard Event Tracking
- Custom Event Tracking
- Retention
- Return
- Conversions
- Funnels

**User Identification**
- Demographics
- User Segmentation
- Geolocation

**Product Analytics**
- Account-Level Analytics
- User-Level Analytics
- Segmentation
- Funnels
- Alerts
- Multi-Product Analytics
- User Scoring
- Integrations

**Administration**
- Data Modelling
- Recommendations
- Workflow Management
- Dashboards and Visualizations

**Data Sourcing**
- Data Enrichment
- Expandability
- Content Marketing
- Multiple Devices

**Platform Basics**
- Dynamic Segmentation
- Journey Optimization

**Development **
- Pre-built Connectors
- Custom Connectors

**Management**
- Business Glossary
- Data Discovery
- Data Profililng
- Reporting and Visualization
- Data Lineage

**Reporting**
- Real-Time Reporting
- Trending
- Retroactive Reporting
- Segmentation
- Mobile Reporting
- Unification Across Devices
- Custom Reports and Dashboards

**Tracking & Reporting**
- Custom Event Tracking
- Real-Time Insights
- Attribution
- Dashboard
- User Path Tracking
- User Activity History

**Compliance**
- Sensitive Data Compliance
- Training and Guidelines
- Policy Enforcement
- Compliance Monitoring

**Intelligence**
- Marketing Metrics
- Predictive Modeling
- Recommendation Engine

**Functionality**
- Identity Verification
- Workflow
- DSAR Portal
- Reporting and logs

**Platform Data**
- Journey Reporting
- Trends Reporting
- Dashboards
- Advanced Data Filtering

**Management **
- Reporting and Analytics
- Data Mapping

**Security**
- Access Control
- Roles Management
- Compliance Management

**Agentic AI - Product Analytics**
- Autonomous Task Execution
- Cross-system Integration
- Adaptive Learning
- Proactive Assistance

**Other**
- User Data
- Site Search Reporting
- Load Time Monitoring
- Campaign Tracking
- E-Commerce
- Promotional Messages
- Administration Alerts

**Metrics**
- Engagement
- Exit Tracking
- Retention
- Return
- Conversions

**Data Quality**
- Data Preparation
- Data Distribution
- Data Unification

**Platform Additional Functionality**
- Journey Mapping
- Integrations
- Automated Alerts

**Integration Options**
- ERP Systems
- Accounting Systems
- CRM and Marketing Automation Systems
- EDI

**Maintainence**
- Data Quality Management
- Policy Management

**Behavioral Analytics - Product Analytics**
- Multi-Product Analytics
- User level Analytics
- Account level Analytics
- Segmentation
- Funnels

**Generative AI**
- AI Text Generation
- AI Text Summarization

**Agentic AI - Customer Journey Analytics**
- Autonomous Task Execution
- Cross-system Integration
- Adaptive Learning
- Proactive Assistance

**Agentic AI - Digital Analytics**
- Autonomous Task Execution
- Cross-system Integration
- Proactive Assistance
- Decision Making

**Platform Infrastructure - Product Analytics**
- Cross System integrations
- Alerts
- Integrations

**Agentic AI - Data Governance**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Natural Language Interaction
- Decision Making

**AI driven optimization - Product Analytics**
- User scoring
- Adaptive learning
- Automated insights
- Autonomous task execution

**Administration**
- API / Integrations
- QA Testing
- Performance and Reliability
- User, Role, and Access Management

## Top mParticle by Rokt Alternatives
  - [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) - 4.5/5.0 (556 reviews)
  - [Tealium Customer Data Hub](https://www.g2.com/products/tealium-customer-data-hub/reviews) - 4.3/5.0 (445 reviews)
  - [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews) - 4.6/5.0 (766 reviews)

