In this guide we want to cover both app advertising analytics and app analytics companies. These two fuel mobile industry with information on mobile advertising efficiency and how mobile users interact with mobile apps. They are the key to understand how well a mobile ad campaign performs or mobile app works and what you can do to improve it, attract new users or customers and keep them loyal to the app.
From Google to Apple tracking apps and their performance is key to develop your app business. On both iOS and Android, there are thousands of data points available to examine to determine what to change, where maintenance is required and what actually works. When it comes to generating revenue via ad campaigns inside apps, measuring of a whole new set of data points becomes crucial and this is when you need app advertising analytics.
So which are the app analytics of app advertising companies you should know about? Which ones are free to try and how much does it cost to use? What’s the difference between impressions and sessions? This guide will go through what exactly app analytics is and how to choose the tools to analyze the data.
We’ve put together a review of all the various types of mobile app analytics and app advertising services including the types of metrics and data that they can track as well as company profiles and reviews. You can use this research to compare mobile app analytics providers and understand the market landscape and the key features and benefits of each of the various solutions.
Top App Analytics Companies:
- App marketing analytics
- In-app analytics
- App performance analytics
- App advertising analytics
- How to select an analytics platform
- Top App analytics and App advertising analytics platforms
So App Analytics tools can be divided into several macro categories, such as App marketing analytics, In-app analytics and App Performance analytics. Here is a brief description of each.
App marketing analytics (App store analytics)
It covers things like whether users find your app while browsing Apple’s app store or on other websites, the comparison between downloads and in-app purchases and much more besides. This is key to understanding how to monetize the application, increasing ROI and not losing customers.
With this type of analytics you can monitor and analyze KPIs of your mobile app marketing campaigns. It also allows you to keep tabs on your app competitors performance – app installs, rankings and revenue across multiple app stores. App Store analytics reports on how changes of app target keywords, description and other parts of an app marketing campaign influence an app store performance.
These are everything a user does within the application. How do they behave within your app? Do they always go back to the homepage, or follow deep links? A key metric here is demographics: data you analyze on your users will inform the post-publishing development of your app and give useful insights; for example, the most frequent users of your apps need not coincide with the most valuable – so how do you turn one into the other?
App performance analytics
Strictly speaking these are in-app, but less concerned with the users and more so with the “machine” itself. Identifying pages that make an app crash, or devices on which the app slows to crawl, is the groundwork upon which all the analysis above rests. If your mobile application crashes whenever it’s opened on an iPhone Xs Max (but on no other model), all the marketing in the world is moot.
App advertising analytics
This type of analytics presents bread and butter of advertising. It helps you analyze and attribute digital marketing campaigns to impressions, ad clicks, subsequently to app installs, in-app behaviors, and a mobile in-store or offline sales boost. Among other metrics to measure are return on advertising spend and effectiveness of ad impressions.
As much as mobile analytics essential for planning, launching and analyzing results of a mobile advertising campaign, analysis of a mobile app performance is no less important for an app business growth and prosperity.
Information that each mobile app analytics tool provides can be described with a number of terms, let’s define some of them.
Key Performance Indicator (KPI)
KPI is a measurable value that reports on a mobile advertising campaign effectiveness or a mobile app performance.
User Churn Rate
It provides a ratio between the number of a mobile app users that continue to use an app after a certain period of time, usually a month, and the ones who have stopped. According to Localytics data, aggregated across multiple app categories, an average churn rate in 2016 was 36% for one month and only 20% for three.
A time spent by a mobile app user with an app, before closing it or switching to another app. According to Opera Mediaworks, in 2016 an average app session length was 5 mins.
Daily Active User (DAU)
It measures the number of mobile users who open an app on a daily basis. This metric various significantly between mobile games and various categories of apps.
Monthly Active User (MAU)
It measures the number of mobile users who open an app on a monthly basis.
Average Revenue Per User (ARPU)
This metric reports on how much revenue was an app generated per its user. Now, once we’ve defined basic terminology for mobile advertising and app analytics, let’s see what are your options to choose an effective and reputable analytics company to work with. With so many tools to choose from though, which should app marketer, mobile affiliate or media buyer opt for? We want to help all parties involved in mobile advertising and app marketing industries to navigate through this tricky and often confusing area, we’ve compiled a list of what we consider to be the best app analytics tools out there at the time of writing.
Now, when the most common used terms are defined, let’s dig into different kinds of analytics, starting with App marketing analytics.
Top App Analytics Companies
- JustControl.it - Get Your Digital Marketing Under Control
- Tenjin - iOS 14-proof advertising analytics
- App Annie - The mobile data and analytics standard
- Checkaso - We grow your ASO performance
- Smartlink - Get access to thousands of exclusive offers with one link!
- Kumulos - Push Notifications & In-App Messaging
- SocialPeta - Ads Intelligence Tool For Marketing Strategy
- Apptopia - Mobile app data that helps you grow
- App Growth Network - A Global App Product Marketing Agency
- Smartlook - Qualitative analytics for iOS and Android apps
- AppsFlyer - Mobile marketing attribution and analytics
- MobileAction - Boost your app growth with competitor intelligence
- AppTweak - #1 ASO Tool for Apps & Games Driven by Data Science
- myTracker - Multi-platform Analytics and Attribution
- Metrikal - Your App Store Optimization (ASO) KPIs on One Dashboard
What are App marketing analytics?
App marketing analytics supply app brands and developers with analytical data on mobile app marketing performance. Such tools report on how many times a mobile app was installed, opened, specific action within an app was taken.
The most brilliant app ever made would struggle to become famous these days. Globally, app downloads are decreasing and in 2015, there were around 1000 apps uploaded to the Apple App Store every day. How do you stand out from the crowd? The answer is advertising and marketing.
According to CMOS in their February 2016 survey:
Spending on marketing analytics … is expected to leap from 4.6 percent to almost 22 percent of marketing budgets in the next three years.
Source: CMO Survey
Specifically, the proportion of total marketing budget dedicated to mobile analytics is expected to rise to 8.3% in the next three years.
Ad campaigns can include all sorts of aspects, from adverts to offers and cross-promotion, but to understand what works and what doesn’t, you also need marketing analytics. There are so many ad networks out there, and so many ad formats, that tracking which ones work and understanding why they do is crucial to getting a good return on investment. There are far more data points and metrics than the ones below, but we’ve listed a few major ones.
Marketing Analytics KPIs
- Installs – not just how many times your app is installed, but the path that leads people to installing an app is just as important.
- Opens – when is your app opened? Is it following a particular deep link, or do users of another app have a high percentage of switching over to yours? At a particular time of day?
- Purchases – When people purchase something within your app (or when do they purchase the app itself).
- Registration – If the app requires a registration, its important to know why people decide to register and more importantly why the people that drop out do so.
- Content Viewed – Self explanatory, as it tells you what you should do more of.
- Shares – On which platform and for what reason is a link to your app, or its content, shared?
- Invites – Not only how many invites, but also who invites and who gets invited is key to reaching those demographics.
- Custom Events – These are metrics set by you, for example to find out when people have followed the “Customers who bought this also liked” button
The real difficulty here however is understanding what to do with all that data. Again according to the CMOS survey, the main reason preventing the use of more marketing analytics is a lack of process and knowledge of what to do with them.
A lot of the platforms we recommend below, however, offer ways of making sense of the data instead of just offering it to you.
Once you have a grip on all of these, you can tailor your marketing campaign accordingly. You could find out, for example, that the majority of people who access your app do so around bedtime, and thus push for more adverts being displayed at those particular hours.
What are In-app analytics?
What users do within your app is the tip of the iceberg for In-app analytics. The category can be broadly divided into three sections: device, user demographics and user behavior. In the first, things to look at can include what kind of device they are using and whether the model or OS version has any effect on their behaviour (for example, on a particular device the “buy” button on a page could be hidden behind another one). Within user demographics you have language, gender, location and also whether they’re new users or returning.
Finally, user behaviour is the biggest one to consider – how users behave within an application and how that leads (or doesn’t) to income and conversions. There are almost infinite things to track here such as where people click on an app, how long they spend on a page, which pages lead to higher conversions and why (it could be content, it could be product, it could be design).
In-App analytics KPIs
- Type of device.
- In-app behaviour: clicks, levels completed, purchases made.
- Location, gender, age and language of users.
- Whether user is new or returning.
- Operating system.
- Time of use.
These all inform how you can change an app for maximum ROI. In the case of games, are there specific levels or bosses that are making people exit the app? How often are they using certain feature, or if given a choice, how often are they picking one over the other? All this information is invaluable when understanding how your users interact with your application. A subset of this is A/B Analytics.
That’s where app analytics tools come in: they can provide app developers with an up-to-date information on a broad spectrum of different variables and bugs are one of the most important ones. For example, there can be a certain feature in your app that is road-block for your app users and this is what makes them to abandon your app, with a proper app analytics installed into your app, you can figure it out and solve the problem.
You can also learn about other essential variables via using app analytics tools such as: the revenue your app is generating, number installs your app is getting, in-app purchases, competitor rankings, and even how many times the app has crashed. Knowing as much as you can about your app means you can improve an overall user experience. A better user experience means people will talk about your app more favourably to others, they will use your app for a longer period of time, and you will have a higher chance of generating more recurrent revenue, particularly if in-app purchases are your primary income source.
Presenting users one of two different options (whether they present differences in design or experience) and seeing which one works best. The issue is that while you can do this in-house, you will often need ways of doing it “live”, testing it on current users, without breaking the app or turning them away. A/B testing is key, but it is one part of a wider toolset, and thus the companies that supply it often do so alongside other tools as well.
Up next, the foundation of it all: app performance analytics.
What are App performance analytics?
This is the bedrock of optimising an app – without this set of statistics, it’s basically impossible to retain users because you won’t be looking at the most important metric of all: whether an app works or not. From uptime (how long an app is kept open) to crashes, responsiveness and resource usage, you need to know when your app works, slows down or fails; and you need to know it for every single device and operating system your users access your app from. Does your app perform better on a particular brand on phones than in others? You’ll want to know why. Further, your app may depend on third-party services in the cloud, and you’ll want to know exactly how these affect your app both when they are available and unavailable. These are just some of app performance KPIs.
App Performance KPIs
- Carrier latency.
- API latency.
- Data Transactions.
These are well and truly crucial to know if an app doesn’t work, and how. You may find that opening a specific page on iOS crashes your app – if this is your sales page, you’re in trouble.
Now, on top of analytics that are related to an app technical performance and its interaction with users, is analytics that cover mobile app performance on a market. We’re talking about app advertising analytics.
What are App advertising analytics
Now, mobile analytics is the heart of any successful mobile advertising company operations and, by definition, it is what makes ROI calculation possible. Launching a mobile ad campaign, either mobile web or mobile app based, without robust mobile analytics in place is just a waste of resources. This is what makes mobile analytics companies uniquely positioned to be essential across mobile platforms.
According to Statista Digital Market Outlook, in 2017 the total global digital advertising review was $228 billion and it’s projected to reach $332 by 2021. Planning and executing advertising campaigns based on hard data is always makes sense, but when it’s about spending several hundred billion dollars a year it is simply must-do.
Digital advertising revenue worldwide, 2015-2021, in billions
So no wonder that the global mobile analytics market is projected to reach $6 billion by 2024. And if we look at the distribution of mobile analytics companies worldwide, the majority of them is concentrated in North America, with Europe and Asia Pacific following with a significant gap and by 2024, according to Research Nester data, the market share will look like this:
Global Mobile Analytics Market Share by 2024, by region
Source: Research Nester
But what is app advertising analytics exactly? App advertising analytics extrapolates the data from advertising and marketing campaigns to help mobile marketers to better target their ads and understand the effectiveness of their spending. So for each different traffic source or type of creative, marketers can understand what’s working, and what’s not and optimize their campaigns accordingly.
In a similar vein to mobile advertising industry in general, app advertising analytics space is dominated by a few big players, like AppsFlyer, Kochava that are on the market 6-8 years. In fact these companies product lines go beyond just traffic attribution, covering in-app marketing and analytics, app store analytics, mobile fraud detection systems and more.
To get a good grasp on what App advertising analytics companies can do for your advertising needs, let’s bring up several important definitions.
App Advertising KPIs
- CTR (click through ratio) – the ratio between the number of instances when an ad was displayed and clicked through.
- CR (conversion ratio) – the ratio between the total number of people who interacted with an ad and took specific desired actions (install, purchase, etc.)
- CPC (cost-per-click) – how much a single click on an ad inside an app costs
- eCPM (effective cost-per-mile) – en effective cost of 1,000 ads displayed in an app
- CPI (cost-per-install) – a cost of a single app copy installed
Quite a few of the tools in our list are free to use and most of the paid platforms have a free version available as well. There are other differences between the tools too, like what variables they measure about an app or mobile ad campaign, the freedom users have over using them, and their method of implementation.
So how should we go about selecting an app analytics platform?
How to select App analytics or App advertising analytics platform
As you’ll see in the list below, there’s quite a few analytics platforms out there, so it’s important to know how to choose which one is best for you. Here is a list of things to look for or ask yourself.
The pricing plan is one of the key things to look at because a lot of platforms have different “tiers”, offering an increasing number of metrics, data points or features as you pay more. If your app won’t generate huge amounts of data or only requires a few metrics, then perhaps you don’t need to go for the “full features list” tier. Some platforms are free, while others have a free bracket as long as you stick to very basic features.
Some platforms offer a specific key feature on top of the basics, such as A/B testing, push notifications or a focus on metrics for games. While some features are universally provided by most platforms, these may not be. Find out what the platform’s unique selling point is and understand whether it is important to your app.
What does your app need?
Following on from the previous point – what kind of analytics do you need? If your app is going to be used within your enterprise only by a few people, performance analytics may be more important to you than user experience. If your app is highly original and standard analytics won’t give you much of an insight, customisable metrics may be for you.
Level of support
How much documentation does the platform offer? Do they have a 24/7 hotline or account managers to help you when things go wrong? If everything else is equal, this may be the deciding factor in your decision making process.
Size of SDK/implementation difficulty
Most of the platforms here come with a very easy implementation process, sometimes as little as a single line of code. Other SDKs or implementations can be bigger and more complicated, potentially even slowing your app down or affecting its performance. Ensure that the platform is fully compatible with your app and easy to use.
With these points in mind, we hope we have made it easier for you to choose from one of our selected App Analytics and App Advertising platforms. If you find these are not enough, you can always take a look through the Business of Apps Marketplace.
Top App analytics and Advertising analytics platforms
These are some of the best mobile advertising and app analytics tools you can find: they are not ranked in any particular order, but the selection was made on a number of factors including how powerful the tool is, whether it offers a new kind of metric or an insightful visualization, as well as covering the full range of data an app developer or marketer might need. If you decide you still haven’t quite found what you’re looking for you can always check out our directory of app analytics tools.
List of app and mobile analytics companies
App Growth Network is a global app marketing agency with three major area of focus – App Product Marketing, App Growth Marketing (UA) and Analytics.
- Type: Marketing analytics, In-app analytics
- Platforms supported: iOS, Android.
- Offices: Vancouver, Canada
- Services: App Marketing, App Store Optimization (ASO), Analytics & Engagement, Paid User Acquisition, Prelaunch and Launch planning & execution.
- Tagline: Analyze, Optimize, Grow
Learn more about App Growth Network
Apptopia is a mobile app market intelligence and competitor tracking service that maintains a database of app performance data from all major app stores. It also monitors mobile ad market to report on ad performance, with data segmentation by location, category and specific app store.
- Type: Marketing analytics
- Pricing: Starter plan ($2k/month and up), Pro plan ($3,6k/month and up)
- Platforms supported: iOS, Android
Learn more about Apptopia
MobileAction is an app marketing insights & intelligence tool. Founded in 2013, the company has become the only platform that provides intelligence and analytics tools for every step in the app growth journey.
- Intelligence products include: Ad Intelligence, App Store Optimization (ASO) Intelligence, Market Intelligence, App Intelligence, SDK Intelligence.
- Tagline: Boost your app growth with competitor intelligence
Metrikal keeps track of all of your ASO optimizations and visualizes how much growth they drive. Know exactly how your ASO efforts turn into results. Track all your ASO KPIs in one dashboard. Metrikal is perfect for UA managers, ASO managers, CEOs, and marketing executives since it allows you to monitor your app\'s install growth, rating velocity, average keyword rankings, store listing conversion rates, and Apple Search Ads spend on one dashboard.Learn more about Metrikal
Smartlook records users´ behavior on mobile apps. Coming with a set of analytics tools like heatmaps, automatic events and funnels which are designed to remove bugs and improve the overall experience. Mobile SDK and API ensures that Smartlook is an ideal fit for larger projects.
Pricing: Free, Startup (31 euro/mo), Business (70 euro/mo) or a custom package.
- Type: In-app analytics
- Pricing: Free, Starter plan ($48/mo), Power plan ($96/mo)
- Platforms supported: iOS, Android, React Native
App analytics and market data platform to help developers build a better app business, App Annie is also one of the most famous repositories of news and statistics on the mobile world, is the one that Apple Inc. itself frequently quotes during its WWDC annual events. It basically sets the standard for the app industry datasets and analytics. With App Annie dashboard you can track apps downloads, revenue, usage, user demographics and advertising campaigns, across over 50 metrics to improve your mobile strategy
- Type: Marketing Analytics, In-app analytics, App advertising analytics
- Pricing: Free or custom
- Platforms supported: iOS, Android, TvOS, macOS, Windows, Amazon
Checkaso is an analytical platform that rates your ASO performance and gives you custom tips on how to improve it. It’s created by ASO specialists and fits users of any experience from beginners to enthusiasts with a lot of optimized apps behind.
- Tagline: We grow your ASO performance
- Services: App Store Optimization (ASO), Keywords Analysis, Keywords Explorer, Keywords Ideas, Competitor Analysis, Rating and reviews, Text Editor, In-Apps
Smartlink by Clickdealer - All the automation needed to guide each click to an appropriate offer. - All the offers required to cover all geos and devices. - All the algorithms built to put together the most optimal funnels eCPM-wise.Learn more about Smartlink
SocialPeta Technology, the world’s leading advertisement creative spy and analysis platform, dedicated to offer top ads creative and marketing strategy for both advertisers and publishers. Serving as an Essential Ad and Marketing Intelligence Platform, SocialPeta focuses on:
- Ad Intelligence, Marketing Intelligence, APP Intelligence
- Ad Cost intelligence, Game Intelligence, Audience Intelligence
Kumulos is the easy to use omni-channel user engagement platform that offers a 360-degree view of user experience, user sentiment and user behavior to provide a holistic view of mobile app performance. Kumulos gives you all the tools you need to connect with, and create long term customers.
- Type: In-app analytics, App performance analytics, Marketing analytics
- Pricing: Startup, Enterprise, Agency plans, the actual prices are available upon request.
- Platforms supported: iOS, Android, Windows
- Demo: available
- User guide: available
Learn more about Kumulos
Tenjin brings transparency and insight into your mobile marketing. In addition to supporting hundreds of ad networks and being an MMP, Tenjin provides powerful tools and training for any marketer to analyze the source, in-app purchases, advertising revenue, cost, and the ROI of their users.
- Services: User Acquisition, Attribution, Data Aggregation, User Analytics, Ad Analytics
- Tagline: iOS 14-proof advertising analytics
UXcam is a mobile app analytics company. A feature that allows the company to stand out from the rest of app analytics companies is Heatmaps technology to record app users sessions with apps and provide analytical analysis on their interaction. Among other features are Session Replay, Offline Recordings, Screen Analytics, Crash Recording, Funnel Analytics and 3rd Party Integration.
- Type: In-app analytics
- Pricing: n/a, free trial period
- Platforms supported: iOS, Android.
trendHERO is All-in-One influencer marketing platform for Instagram. It\'s a must have tool for influencers discovery, fake followers detection, audience interests and demographics analysis. There are also advanced features like 500 Similar Influencers Search, Audience overlaps and Ad Posts (database of influencer previous integrations).Learn more about trendHERO
Recognized as an elite influencer agency, at HireInfluence we develop intent-driven influencer marketing campaigns that merge the needs of brands, audiences, and influencers. We hand-select influencers for each and every campaign to ensure an organic fit and authentic feeling content.
As a full-service influencer marketing agency we source and cast right-fit talent, develop creative content strategies, execute comprehensive, interactive, cross-channel influencer campaigns, and report back on campaign analytics.
- Services: Marketing campaign strategy, Influencer relationships management, Campaign reporting
- Offices: Houston, LA, New York, USA.
- Tagline: Connecting Brands and Audiences Through Influence