Google Analytics vs. Google Tag Manager vs. Pendo.io

Google Analytics is particularly well suited for tracking and analyzing customer behavior on a grocery e-commerce platform. It provides a wealth of information about customer behavior, including what products are most popular, what pages are visited the most, and where customers are coming from. This information can help the platform optimize its website for better customer engagement and conversion rates. However, Google Analytics may not be the best tool for more advanced, granular analysis of customer behavior, such as tracking individual customer journeys or understanding customer motivations. In these cases, it may be more appropriate to use additional tools or solutions that provide deeper insights into customer behavior.

I have found Google Tag Manager as the go to solution for managing all of your event and conversion tags for your website. Not only does it make it easy to manage all of your tags in the one place, it is fairly intuitive to use and there is plenty of videos and help documentation online to help set up what ever you need. No scenarios come to mind at the moment on where it is less appropriate to use.

Incentivized

Pendo.io is useful in generating great dashboards that present user analytics in the best possible view that could be used for analysis & derive key insights on what could be done if there's a feature that's not being recognized by end users or if there are any pain points where users are struggling more around a workflow which is technically not that difficult. Pendo.io also can be used to create impactful guides where intercatoin of a user with the Guide can be created in less steps & have relevant information about that workflow that the user is completing. Pendo.io's resource center can act as a one stop hub to present any sidewide updates which could be information of Prod releases, New KB Articles, Register to any event, & much more. Segments can be created in as many variation as one can. In fact, Segments are the ruling property or feature that works so handy, which reduces a lot of iterative work.

Incentivized

• Multiple reports to see website use and behavior
• Allows you to customize reports with days, weeks, months, and years
• You can build out a dashboard to easily view stats from multiple websites in one place
• You can share analytics reports via the dashboard, automatically emailed PDFs or in other formats

Incentivized

• Selecting elements on a site [object, class, cookie, etc] (to later fire an event, send some data, etc) is very easy with triggers. Want to add an event when someone clicks on a button? Super easy. It was many many DOM selectors and you can even add custom functions if you need to do something more specific
• In general, firing events in different circumstances is very easy mixing triggers and tags. You can track almost any element of the DOM and do whatever you want with it.
• Testing is a great functionality. Only you can see what's on the site and you can debug it easily by seeing which events or tags were triggered and all the DOM elements involved (and why they matched the trigger).
• Working in environments (staging, production) and versioning is easy to do, deploying changes in 2 clicks.

Incentivized

• NPS Surveys
• Feature usage insights
• Identifying user behaviors using Replay feature
• Clearly segmenting users in a way we want it to be
• Identifying time spent on a feature/product to better understand what customers actually use
• Documentation, in-app guides and help section

Incentivized

• Data sampling is somewhat inaccurate on the free tier - this is addressed in premium but is expensive.
• Some of the UI is very similar in naming when presenting different data, some in-situ information might be useful.
• Gotchas around filtering and data validation.
• Implementation can be tricky, it can take a lot of time and expertise to get a full, accurate picture of your metrics.

Incentivized

• There are several good integrations, but there can always be more. Native tracking for call tracking solutions, analytics providers, non-Google advertisers would be top of my list.
• Documentation is just dreadful. Luckily there are some awesome folks out there doing crowdsourced tutorials (shout out to Simo Ahava) but by and large the Google Tag Manager instructions are worth what you pay for them.

Incentivized

• Dashboard is sometimes very slow to load
• Preview is problematic if the Pendo.io user doesn't have access to the target environment or application where the guide is going to display
• It would be ideal to have a gallery of thumbnail images of previously used guides to select from, either to pull a screen capture or to use as a template. It's cumbersome to go to the guides, find the one you want, click on Preview, etc.

Incentivized

We will continue to use Google Analytics for several reasons. It is free, which is a huge selling point. It houses all of our ecommerce stores' data, and though it can't account for refunds or fraud orders, gives us and our clients directional, real time information on individual and group store performance.

Incentivized

I haven't found another option for us to use especially one that is free. Down the road we may go a different route but for now GTM is a good option and does what we need it to do. It'd be nice to get more support or more integrations but with the free version there's only so much one can expect to get I suppose.

Incentivized

We have had an excellent experience with Pendo. When we've had questions or concerns, Pendo is very quick to respond and communicate with us. We have experienced top-notch customer support and customer engagement. We have actually modeled some of our implementation and product processes after Pendo's examples.

Google Analytics provides a wealth of data, down to minute levels. That is it's greatest detriment: find the right information when you need it can be a cumbersome task. You are able to create shortcuts, however, so it can mitigate some of this problem. Google is continually refining Analytics, so I do not doubt there will be improvements

No difficult obstacle to overcome but Google Tag Manager can still be difficult for many users to deploy. Sure the basic HTML script can be deployed quite easily, but when you start to require triggers, variables, etc, it can be a little daunting.

Incentivized

It is intuitive for core tasks like tracking feature usage, building Guides, and viewing dashboards. The interface is clean and well structured, making it easy for product managers and operational teams to get value quickly without heavy technical support. However, there is a noticeable learning curve when setting up advanced custom events, reports, or integrations, which can take some time and internal knowledge-sharing to master.

Incentivized

We all know Google is at top when it comes to availability. We have never faced any such instances where I can suggest otherwise. All you need is a Google account, a device and internet connection to use this super powerful tool for reporting and visualising your site data, traffic, events, etc. that too in real time.

Every time I have logged into Pendo, the service has been available for me to use. The page has never been down when I am trying to get info from there.

Incentivized

This has been a catalyst for improving our site's traffic handling capabilities. We were able to identify exit% from our sites through it and we used recommendations to handle and implement the same in our sites. We have been increasing the usage of Google Analytics in our sites and never had any performance related issues if we used Analytics

Everything loads fairly quickly and it's not slow. I don't use an integration, I log in straight in the webpage.

Incentivized

The Google reps respond very quickly. However, sometimes they can overly call you to set up an apportionment. I'm very proficient and sometimes when I talk to reps, they give beginner tutorials and insights that are a waste of time. I wish Google would understand my level of expertise and assign me to a rep (long-term) that doesn't have to walk me through the basics.

Incentivized

GTM does not provide support. This is one of GTM's biggest issues but it's due to the level of customization for each website. If your team thinks they would heavily rely on the need for a support staff it is probably better to invest in a paid service with a team that can support your needs.

Incentivized

They've been great anytime that we have needed help with something. They also have some really great help articles. We're able to figure most things out through their articles, but when we've had to call in they've been very helpful and we haven't had any problems. I'd highly recommend working with them.

Incentivized

love the product and training they provide for businesses of all sizes. The following list of links will help you get started with Google Analytics from setup to understanding what data is being presented by Google Analytics.

1. How to Use Google Analytics for Beginners – Mahalo’s how-to guide for beginners.
2. A beginner’s guide to Google Analytics – A free eBook walking you through Google Analytics from setup to understanding what data is being presented.
3. Getting to Know Your Google Analytics Dashboard – The title says it all! This is a brief post with one goal: to introduce you to the Google Analytics dashboard.
4. Google Analytics for Beginners: How to Make the Most of Your Traffic Reports– This guide doesn’t cover setup, but it does a great job of helping you to better understand the data being presented.
5. Google Analytics Video Tutorial 1: Setup – A video presentation that walks you through Google Analytics setup.
6. Google Analytics Video Tutorial 2: Essential Stats – A video presentation that introduces you to some of the most important data being presented in Google Analytics.

I thought there was a little bit too much emphasis on AdWords stuff, not enough on the generic application of GTM.

The training schedule was well thought out and tailored to meet our needs. Chantelle stayed with us through the whole implementation and made sure that we were good to go.

I think my biggest take away from the Google Analytics implementation was that there needs to be a clear understanding of what you want to achieve and how you want to achieve it before you start. Originally the analytics were added to track visitors, but as we became more savvy with the product, we began adding more and more functionality, and defining guidelines as we went along. While not detrimental to our success, this lack of an overarching goal resulted in some minor setbacks in implementation and the collection of some messy data that is unusable.

Planning and communication will help greatly with an in-house implementation. If there are large teams, try to limit the number of people involved to 1-2 developers (back-end dev may be necessary depending on your platform), one analytics marketer and one project manager.

Incentivized

Use Segment to install and cut developers out of the work cycle!

Incentivized

I have not used Adobe Analytics as much, but I know they offer something called customer journey analytics, which we are evaluating now. I have used Semrush, and I find them much better than Google Analytics. I feel a fairly nontechnical person could learn Semrush in about a month. They also offer features like competitive analysis (on content, keywords, traffic, etc.), which is very useful. If you have to choose one among Semrush and Google Analytics, I would say go for Semrush.

Incentivized

We moved to GTM from a standard Google Analytics implementation. GTM is much more flexible and easier to make changes, especially as the changes relate to multiple sites and environments. While there is a learning curve when figuring out how to use GTM, I believe the change has been worth it because it helps us understand at a more fundamental level how our tracking works and gives us a lot more control over what we track and how.

Incentivized

I have just very superficial experience with Google Analytics but I do believe that Pendo.io is a much much better tool in pretty much all aspects of it. It has a ton more features and capabilities and even for the capabilities where there is overlap, Pendo seems to come out ahead easily. There are aspects that Pendo could improve for sure such as what metadata it captures from the users; an example of this is screen resolution which Google Analytics captures but Pendo does not.

Incentivized

Google Analytics is currently handling the reporting and tracking of near about 80 sites in our project. And I am not talking about the sites from different projects. They may have way more accounts than that. Never ever felt a performance issue from Google's end while generating or customising reports or tracking custom events or creating custom dimensions

The system is pretty flexible and scalable, I have used it in different browsers and devices without issues.

Incentivized

• It has helped us gain understanding of what is going on on our website.
• It has helped us determine areas that need fixing (i.e. pages with extremely high bounce rates may need to be redone).
• It has helped us understand our biggest avenues for bringing traffic to the website and business in general.
• It has helped guide our website redesign.

Incentivized

• GTM is very useful to determine if a particular element on the site is useful (i.e. is it being watched, is it being clicked, does it help customers navigate through more pages). As an SEO person, I can use this information to decide what to optimize for but also to track progress and see improvements in engagement.
• With the use of Google Tag Manager, I was able to easily inject an A/B testing tool which lead to several improvements in lead generation.

Incentivized

• Reducing development time with in-app guides and resource center, with product management being able to agilely create guides in real time, this could be as much as 1 full time developer in savings.
• Reducing business time scoping "rock fetches" than are proven to be invaluable based on analytics, each time 1 single piece of analtical data saves around ~20 hours across multiple resources.
• Increasing user satisfaction with in-app guides and resource center
• Increasing usage of key features through targetted messaging, those key features either drive costs ou of our business or add value to customers business.

Incentivized