Amplitude Analytics Reviews & Product Details

I find that Amplitude can definitely be a bit of a challenge to pick up at first. The UI is powerful, but navigating through the advanced performance settings and cohort builders can be a steep learning curve for team members just starting out. I also find myself wishing for more intelligent automation around taxonomy management; keeping data clean as we scale requires a lot of manual lifting that I think could be better handled by AI suggestions. From a pricing standpoint, it can also get quite expensive as your data grows, which means we have to stay really hands-on with monitoring to make sure we're seeing the right ROI. A more guided onboarding or deeper native support for these specific scaling pain points would make a big difference in the daily experience. Review collected by and hosted on G2.com.

While the platform is undeniably powerful, it isn’t always the easiest to pick up. The interface can feel overwhelming for new team members, making the learning curve for advanced analysis quite steep. I also find that as our data needs grow, the costs climb fairly quickly, requiring us to be very diligent with monitoring to ensure we’re getting the right value. Additionally, while the integrations are extensive, managing data taxonomy at scale is still a manual effort, and sometimes the performance can feel a bit sluggish when running complex, high-volume queries. It would be a huge help to see more intuitive, AI-driven guidance built into the onboarding process to help new users get up to speed faster, streamline our taxonomy, and optimize overall query performance. Review collected by and hosted on G2.com.

The thing I appreciate most is how quickly I can get from a question to an actual answer. Before this I had to rise a request with our data team and wait for couple of days to find out where users are dropping off. But now with amplitude, our PMs build those funnels themselves and only 1 step in when something has been instrumented wrong. Review collected by and hosted on G2.com.

Pricing is the part that I dont like. Once you crossed the free tier's event limit the jump is so steep and because its tied to event volume you end up second guessing whether a particular event is worth tracking. Review collected by and hosted on G2.com.

Simple language AI prompt feature for report generation and data extraction. This feature has helped in reducing TAT for report creation and analysis. Review collected by and hosted on G2.com.

I believe that the platform structure in terms of default options like placement of out of the box options like cohort creation, analytics etc can be more structured. At times when compared to few other CDPs Amplitude normal layout might look confusing. The flow can be better. Review collected by and hosted on G2.com.

The UI makes exploratory data analysis fast and self-serve—building funnels, slicing retention curves, and segmenting behavioral cohorts takes minutes instead of submitting tickets to data analysts.

Query performance is reliable; charts load quickly even when crunching millions of event streams across custom properties. Integrating the platform into our tracking stack and data warehouse was smooth, and syncing cohorts downstream saves serious dev time.

From an ROI perspective, the ability to catch drop-offs immediately post-launch more than justifies the investment. Team onboarding went smoothly thanks to clear documentation and Amplitude Academy, and the newer AI assistance and anomaly detection tools do a solid job highlighting unexpected shifts in user behavior before we even know to look for them.

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The biggest challenge is data bloat and taxonomy management. If event naming conventions aren't strictly policed from day one, the dropdowns and event selector UI get cluttered fast, making it easy for non-technical team members to pick the wrong event. Aside from that, the cost ramp from the Growth tier to Enterprise is aggressive. Introducing better automated cleanup suggestions and more granular add-on pricing rather than forcing full enterprise upgrades would solve most of this friction. Review collected by and hosted on G2.com.

I really like the ability to integrate numerous tools and the capacity to process data almost in real-time with a focus on growth. This allows me to fully connect my products, projects, and apps and have an overview of everything my user does, how they are acquired, how much revenue they generate, etc. With Amplitude Analytics, I can create funnels, dashboards, and segmentations for analysis, as well as have the possibility to build cohorts to be more precise in our CRM campaigns. The initial setup was quite good, though it's still a challenge to customize everything for uniformity. Review collected by and hosted on G2.com.

I would like to be able to define from the UI the information received in the payloads of each integration to align more custom between tools. Perhaps it would have been easier if Amplitude showed each field of the payload and allowed customization of how I expect them to be interpreted. Review collected by and hosted on G2.com.

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As a Product Analytics II at Earnest, I use Amplitude Analytics to understand how users interact with our digital products and to uncover opportunities to improve the customer experience. I primarily use it to analyze user behavior, explore conversion funnels, monitor key product metrics, and identify where users may be dropping off or experiencing friction.

Amplitude is especially useful for answering product questions quickly, validating hypotheses with behavioral data, and helping product teams make more informed decisions. I also use it to segment users, compare behavior across different groups, and understand how changes to the product impact engagement and conversion over time. Review collected by and hosted on G2.com.

I really find the AI addition in Amplitude Analytics to be a game changer. It saves me a lot of time and effort because now I don't need to understand the Amplitude dashboard in depth. I can just ask AI to find the data and create a chart for me, which is incredibly convenient. I also appreciate the timeline feature for debugging and user cohorts for production data. These features help me make important technical decisions, like determining how many users are on a specific OS version and whether it's safe to increase the minimum supported version. The tool also eases the creation of charts, enhancing my overall experience. Review collected by and hosted on G2.com.

I think the events in the user timeline are not in the correct chronological order, which they should be, and it creates confusion. This is a major issue I face as it creates doubt while debugging and requires extra effort to verify. Also, there's a learning curve that takes a few days to understand all the things, but after that, it's mostly a smooth ride. Review collected by and hosted on G2.com.

I'm relatively new to Amplitude, but I've already found it to be a genuinely powerful tool for our team. We've been using it to build dashboards and reports to track user engagement across both our ecommerce platform and our CMS — and getting both set up was far more straightforward than I expected.

What stands out most is how comprehensively it tracks interactions. Every click, session, and funnel step surfaces cleanly, and I haven't hit a wall when trying to drill into something specific. The filtering capabilities have been a real highlight — being able to filter results using properties from our Salesforce integration (like Salesforce account names and instance data) means our engagement reporting is actually tied to our real customer context.

Also, I love the AI assistant. It is just so easy to share your thoughts of what we want to build, and it just does for us. A little tweak here and there but the groundwork is done by the AI, which is a time saver Review collected by and hosted on G2.com.

The breadth of features can feel overwhelming at first. As a new user, discovering where everything lives takes time, and a more guided onboarding or contextual tips within the dashboard builder would help speed up that initial ramp.

At our company, we had our own simple learning paths/materials that helped. The ones on Amplitude University felt a little overwhelming. Review collected by and hosted on G2.com.

It’s a great way to instrument analytics events and give your team the tools they need for the most common analyses and dashboards you’ll use 90% of the time. Review collected by and hosted on G2.com.

The early versions of the AI assistant weren’t especially helpful, but it has been improving over time. It’s also clearly more limited than querying your own database for more sophisticated analysis; however, for the most common day-to-day needs, it’s still fairly robust. Review collected by and hosted on G2.com.

I like how easy Amplitude Analytics makes it to analyze user behavior without technical expertise or writing SQL queries. I can create dashboards, track key product metrics, and quickly see the impact of experiments, which helps me make faster decisions. It saves me a lot of time in my day-to-day work as a PM because I can create funnels, explore user journeys and behavior, and identify issues without relying on the data team for every small analysis. I can see my daily metrics in a single view within minutes and track the numbers within an hour of launching a feature. It helps me make better and faster decisions. Review collected by and hosted on G2.com.

When I'm away from my laptop, Amplitude Analytics' mobile web view isn't very convenient for creating funnels or charts. When I give a colleague edit access to a dashboard, their chart is saved in their own space instead of updating the shared dashboard. I also find the funnel conversion time ranges limiting. I’d like to set both minimum and maximum windows, such as counting users who complete step 2 within three days of step 1 but excluding those who do it within the same hour. Review collected by and hosted on G2.com.