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Amplitude vs Heap vs Segment comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

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

Mindshare comparison

As of April 2026, in the Web Analytics category, the mindshare of Amplitude is 16.2%, up from 15.7% compared to the previous year. The mindshare of Heap is 7.2%, up from 6.8% compared to the previous year. The mindshare of Segment is 3.7%, down from 4.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Web Analytics Mindshare Distribution
ProductMindshare (%)
Amplitude16.2%
Heap7.2%
Segment3.7%
Other72.9%
Web Analytics
 

Featured Reviews

Saurav Bhattacharjee - PeerSpot reviewer
Senior Business Analyst at Arcteryx
Empowers teams to build visualization-rich reports and make faster decisions using historical user behavior data
I think areas for Amplitude's improvement include data retention. The maximum data I have worked with, the clickstream data on Amplitude, is two years, whereas we rely on Tableau for historical data of at least two years. I am not sure whether it was my organization paying for lower retention or not, but having historical data would take away the reliance on Tableau. Secondly, reconciling clickstream data with Databricks or other AWS systems could help analysts spend less time verifying the accuracy of both sources, which would be really helpful. Lastly, a more focused approach on error logs is necessary. I have found that, at least with Intuit, we used Splunk more for error logs than Amplitude. Although Amplitude had the capability, developers seemed to prefer Splunk, so if that could be improved, it would be good.
JF
Engagement Manager at TheMathCompany
Provides actionable user behavior insights and improves feature prioritization decisions
I didn't encounter many components that were annoying. One main area of frustration was finding data. When wanting to find data about clicks on a specific UI feature, element, or button, sometimes the objects were not named in a descriptive way. That was our problem on the implementation side, not Heap's. I also found that the analytics dashboards in Heap couldn't be customized as much as desired. I couldn't adjust the charts in the widgets or the settings on each widget to the level wanted in either data granularity or physical size of the widget on the dashboard page. Additional flexibility in dashboard building and widget building would be beneficial.
reviewer2808258 - PeerSpot reviewer
Web and marketing automation specialist at a logistics company with 5,001-10,000 employees
Centralized customer data has powered predictive audiences and proactive marketing campaigns
The best features Segment offers are the audience building features. We've also launched predictive audiences, which is so far really promising for us and marketing has a lot of ideas for activating these types of audiences. We're going from using historical data to using current data to get more predictive with how we're activating. In my experience, the audience building tools compared to other solutions I've seen or used are really sophisticated. I've used other CRMs in the past for this, and I would say the type of data you're not getting as much of is what you do when you're activating or creating the audiences within the CDP. I think predictive audiences require a 360 view of the customer in order to create these types of AI audiences because they use a lot of different data points. How it's helping the team is by giving us more ways to reach our customers and being more proactive in the type of campaigns that marketing can launch. They have a lot of good ideas and some good things in the pipeline.

Quotes from Members

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

Pros

"Amplitude has provided almost instant value to our dev team when they are deploying new trackable events and seeing how those events line up before they go out to production."
"I loved using Amplitude because it allowed me to dive deep into product usage and analyze different customer segments."
"Other areas like cohort analysis, defining key events, and user properties were also well-suited for Amplitude. It is an easy tool to use."
"Amplitude has provided a return on investment, helping us improve campaign targeting and raising personalization accuracy by almost twenty-five percent, while saving us a lot of time since I can see the analysis as quickly as possible in the dashboard, resulting in significant time and money saved."
"Amplitude has impacted my organization positively in a huge way, as everyone uses it to gain insights into user behavior before implementing new features, which leads to massive positive change, data-driven development, lots of learning, and encouragement to use Amplitude in daily work for everyone in the company, not just analysts."
"We can create charts and bar charts for visualization purposes and check real-time data with the solution."
"Having accessible data which can be easily customized and manipulated by even business stakeholders with less technical knowledge is one of the best things."
"Amplitude has positively impacted my organization as it allows us to make decisions based on data and iterate faster."
"The reporting has helped improve investor relations and let us quantify our growth and progress with ease."
"What I like best about it is the session replay feature. It saves a lot of time. I don't need to go and debug or replicate issues multiple times. We can go to the session replay for a few minutes. We can ask when the issue occurred, go to that time in the replay, and see whether the user made a mistake or if there's an app caching issue. That has been very helpful."
"An immensely useful feature is the retention graphs with the ability to generate retention data for individual features."
"Heap has positively impacted my organization by giving our team visibility into how users interact with our application, allowing us to move from guessing to real-time information."
"Discerning application and UX weak points, driving better user retention."
"The initial setup process was straightforward."
"After using Heap, I started understanding the complete user journey because of its great feature, the auto-capture, which captures everything from seeing the ad to closing the deal."
"Heap enables one to easily track how customers use one's applications on both the web and mobile."
"I like the straightforward way of connecting with various data sources and destinations. That's the most valuable feature. It has built-in integrations for a lot of them, so the overall effort required for integrations is relatively low."
"Inserting some very simple code snippets has made this part of it a breeze for our developer so he can concentrate on the hard stuff."
"Customer support is fantastic."
"Segment's scalability is amazing, and it's fully capable of handling all of the different use cases that we have in our company and we have a very complicated company."
 

Cons

"The free features in Amplitude Analytics need enhancement."
"I give it a nine because it is close to a perfect ten for me, but it is only useful in one layer of the project, not the other, which the tool is supposed to do."
"The visualization of the properties can also be enhanced. Basically, the visualization could be better, and the real-time analytics can be enhanced."
"We have seen tagging issues with Amplitude in rare scenarios, which can be improved."
"We attempted to use their screen recording and session recording capabilities as a replacement for a previous vendor, and we found that the functionality they offered did not stack up to the previous vendor."
"I think areas for Amplitude's improvement include data retention. The maximum data I have worked with, the clickstream data on Amplitude, is two years, whereas we rely on Tableau for historical data of at least two years."
"I choose nine because, lately, when I was using it, the more people wanted to improve, the more complex things got—not in a good way, but confusing."
"Setting up reports in Amplitude was challenging for me as a newer user."
"The product could benefit from more advanced UI features."
"Their analytics could be more user-friendly."
"I would rate Heap's scalability around 6 out of 10 because we are still not completely familiar with it."
"Their analytics could be more user-friendly."
"I also found that the analytics dashboards in Heap couldn't be customized as much as desired."
"Based on my experience, there's some room for improvement. The application is a bit slow. Also, I must read through old documentation when I need to check for new features. It's not very user-friendly. Once you're in the application, it's easy because it has many features. But for first-time users, you have to go through all the documents, which can be challenging."
"It's more expensive."
"The design of the website is such that you lose context when clicking around (e.g. when clicking on docs)."
"The only challenge was the session functionality."
"I chose a rating of eight out of ten because these video tutorials would really illustrate how to use the tool to its full potential, and perhaps some more hands-on support from the Segment team would push it to a ten."
"The challenge is the lack of flexibility in the SDKs, given the capabilities of the destinations."
 

Pricing and Cost Advice

"Pricing is a little on the higher end, especially when considering scalability."
"The solution is expensive."
"Heap's pricing can be heavy according to the usage and requirements for control billing."
"The pricing was on the higher side but it wasn't excessively high."
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Top Industries

By visitors reading reviews
Construction Company
13%
Insurance Company
11%
Computer Software Company
9%
Comms Service Provider
5%
Insurance Company
16%
Real Estate/Law Firm
12%
Financial Services Firm
10%
Computer Software Company
8%
Computer Software Company
9%
University
8%
Financial Services Firm
8%
Comms Service Provider
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Large Enterprise9
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise2
Large Enterprise4
No data available
 

Questions from the Community

What do you like most about Amplitude?
I loved using Amplitude because it allowed me to dive deep into product usage and analyze different customer segments.
What needs improvement with Amplitude?
Amplitude can be improved by allowing more than a two-year look back window for most analyses. Usually, all they offe...
What is your primary use case for Amplitude?
Amplitude is our main product insights system, and it allows us to view the activity on our website and quantify cert...
What is your experience regarding pricing and costs for Heap?
My experience with pricing, setup cost, and licensing was a smoother process, and my teammates helped me out because ...
What needs improvement with Heap?
I recommend making Heap stronger, more user-friendly, and integrating it with other apps such as Instagram, Facebook,...
What advice do you have for others considering Heap?
My advice to others looking into using Heap is to use auto-capture and complete capture a lot because these two featu...
What is your experience regarding pricing and costs for Segment?
I wasn't involved in the negotiation about pricing, setup cost, and licensing, but in the new negotiation that we hav...
What needs improvement with Segment?
There was a race condition in the Segment journey that I highlighted to Segment, and I think they must be doing somet...
What is your primary use case for Segment?
I have used Segment for more than a year. I was working with Addx and Segment was used to align profiles and differen...
 

Comparisons

 

Also Known As

ClearBrain
No data available
Segment.io
 

Overview

 

Sample Customers

Nokia, Yik Yak, QuizUp, CrunchBase, Rhapsody, PlanGrid, Acquia, Patreon, SeatGeek, Etermax
Zendesk, Marketo, Ernst & Young, Salesforce
Nokia, rdio, Bonobos, LiveNation, Atlassian
Find out what your peers are saying about Amplitude, Snowflake Computing, Google and others in Web Analytics. Updated: March 2026.
885,376 professionals have used our research since 2012.