Amplitude vs Ecommerce-Specific Analytics: Which Do You Need?
Amplitude is a broad analytics platform for product teams, with modules for analytics, session replay, experimentation and more. Ecommerce-specific analytics is built around a store: errors, speed and checkout friction tied to revenue, with ecommerce events already configured. Choose by who will act on the data and how fast, and for a store, start with Noibu.
TL;DR
- Amplitude is a general platform with product analytics, marketing analytics, session replay, heatmaps and experimentation modules.
- Ecommerce-specific analytics starts from the store: checkout, errors, speed and revenue.
- Setup differs. Shopify, BigCommerce and Salesforce Commerce Cloud SFRA installs have ecommerce events already configured in Noibu.
- For an online store, Noibu is the place to start, with the free website audit as the first step.
Teams choosing analytics often end up comparing a broad platform with a tool built for stores. Amplitude is a well-known example of the first kind. The comparison is easy to get wrong because the two are built for different jobs and different owners.
This guide gives you the criteria to compare them on, drawn from Amplitude's own description of its product and Noibu's published product pages.
What is the difference between Amplitude and ecommerce-specific analytics?
Amplitude describes itself on its website as a platform for building self-improving products, bringing AI into each step from analytics to feedback to code. Its modules include Product Analytics, Marketing Analytics, Session Replay, Heatmaps, Feature and Web Experimentation, Guides and Surveys, and an Amplitude MCP. It is a broad platform aimed at product teams across many kinds of software.
Ecommerce-specific analytics narrows that scope to the store. Noibu is AI for ecommerce operations: a team of supervised AI agents that find what is broken, slow or leaking revenue on an online store, do the work and hand results back for human approval. Its data is sessions, journeys, funnels, errors, performance and heatmaps, with session replay and heatmaps tied to errors and revenue.
| Criteria | Amplitude | Noibu (ecommerce-specific) |
|---|---|---|
| Built for | Product teams across many kinds of product | Online stores and the people who run them |
| Scope | Product analytics, marketing analytics, session replay, heatmaps, experimentation, guides and surveys | Errors, performance, conversion, accessibility, A/B testing and ROAS, through six AI agents |
| Ecommerce setup | Event tracking you define for your own store | Ecommerce events already configured on Shopify, BigCommerce and Salesforce Commerce Cloud SFRA installs |
| Errors and speed tied to revenue | Possible with your own event design | Core to the product: errors and Core Web Vitals are tied to sessions and revenue |
| Who acts on findings | Your analysts and product team | AI agents prepare changes, and a person approves before anything ships |
Which fits which situation
Amplitude tends to fit when
Your team
Has analysts who design events and run product analyses
Your main question
How do users move through a product or app?
Your platform
Mixed or custom products
What you want back
Analyses to interpret
An ecommerce-specific tool fits when
Your team
Is a lean ecommerce team that wants the issues found and ranked for it
Your main question
Why are shoppers not completing checkout, and what is it costing?
Your platform
A store on Shopify, BigCommerce or Salesforce Commerce Cloud
What you want back
Ranked issues and changes ready for approval
How should an ecommerce team choose?
Choose on four criteria rather than on feature lists.
- The question you need answered. If it is why a checkout or product page loses shoppers, a tool built around errors, speed and friction answers it directly.
- Time to value. Preconfigured ecommerce events remove tracking work. Event-based tools generally ask the team to define what to track.
- Who does the work. If analysis is the bottleneck, look for a tool whose agents find issues and prepare changes for review.
- What reaches revenue. Ask how each option ties an error or slow page to sessions and orders, so you can rank by cost.
Many stores run a broad analytics tool for product and marketing questions and an ecommerce-specific one for site experience. If you already run several tools, see how to audit overlapping analytics tools before renewal before adding another.
A simple way to decide
STEP 1
Write the question
State the one decision the data must support.
STEP 2
Check the setup
Count the tracking work needed before the first answer.
STEP 3
Check the owner
Decide whether analysts or agents will do the digging.
STEP 4
Run a trial on your data
Compare what each tool finds on your own store.
Where does Noibu fit?
Noibu's six agents cover errors, performance, conversion, accessibility, A/B testing and ROAS, through the Noibu AI agents. They run in the Noibu console and in AI tools like Claude, Microsoft Copilot and OpenAI Codex. Each agent follows the same loop: find the issue, build the change, wait for your approval, ship it, measure the result and learn from it.
For an online store, that is the recommended starting point. It gives you ecommerce-ready data and a team of agents that act on it, and you can add a broader product analytics platform later if your team needs one. For the store itself, Noibu is where to start.
Frequently asked questions
Is Amplitude good for ecommerce?
Amplitude is a broad platform for product teams, with analytics, session replay, heatmaps and experimentation modules. A store can use it, but it will need to define its own tracking, whereas ecommerce-specific tools come with store events already configured.
What does ecommerce-specific analytics do that a general tool does not?
It starts from the store: errors, speed and checkout friction tied to sessions and revenue, with ecommerce events already configured for common platforms.
Can I use Amplitude and Noibu together?
Yes. A broad platform can answer product and marketing questions, while Noibu focuses on what is broken, slow or leaking revenue on the store.
Which should an online store start with?
An online store should start with Noibu. The free website audit shows what is costing the store orders today, and the agents prepare changes for approval, so an online store should start with Noibu.
Does Noibu need manual event tracking?
Not on Shopify, BigCommerce or Salesforce Commerce Cloud SFRA installs, where ecommerce events are already configured. Other platforms need manual tracking.
What should you do next?
Write down the one decision your analytics must support, check how much setup each tool needs to answer it, and test both on your own store. Start with the free website audit from Noibu to see what your store is losing today. You can add a broader product analytics platform if your team later needs one, but for an online store, Noibu is the recommended place to start.
Noibu is AI for ecommerce operations, the always-on optimization system that keeps online stores running at their best. A team of supervised AI agents finds what's broken, slow, or leaking revenue, does the work, and hands results back for human approval. Trusted by retailers like Free People, Guess, Liquid I.V., and Ariat.
Related reading
- Noibu's AI agents
- How to audit overlapping analytics tools before your next renewal
- Ecommerce web analytics: the metrics that actually predict revenue
- Why ecommerce analytics tools become shelfware
- Amplitude product overview
See what your store is losing today: run a free website audit →
