# Best Mobile App Analytics Tools - Page 5

## How Many Mobile App Analytics Tools Products Does G2 Track?

**Total Products under this Category:** 96

### Category Stats (Jul 2026)

- **Average Rating:** 4.5/5 (↓0.01 vs Jun 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Dataroid (+0.13%) - Among all products in this category, Dataroid recorded the largest rating increase compared to last month

_Last updated: July 26, 2026_

## How Does G2 Rank Mobile App Analytics Tools Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 29,400+ Authentic Reviews
- 96+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

## G2 Grid® for Mobile App Analytics Tools
 ![G2 Grid® for Mobile App Analytics Tools plotting products by satisfaction and market presence](https://www.g2.com/categories/mobile-app-analytics/grids.png?focus%5B%5D=356&focus%5B%5D=19095&focus%5B%5D=19735&focus%5B%5D=18196&focus%5B%5D=23848&focus%5B%5D=1636&focus%5B%5D=16131&focus%5B%5D=66642)

Highlighted products: Google Analytics, Adjust, Amplitude Analytics, AppsFlyer, Glassbox, Mixpanel, CleverTap, and Singular.

Underlying data: [Grid® JSON](https://www.g2.com/categories/mobile-app-analytics/grids.json?focus%5B%5D=google-analytics&focus%5B%5D=adjust&focus%5B%5D=amplitude-analytics&focus%5B%5D=appsflyer&focus%5B%5D=glassbox&focus%5B%5D=mixpanel&focus%5B%5D=clevertap&focus%5B%5D=singular)

### [Air360](https://www.g2.com/products/air360/reviews)

The go-to-platform for an easy to start, conversion rate optimization. Air360 is a AI-powered digital experience analytics software that uncovers user behavior and optimizes conversion rates of your website and mobile app. It uncovers hidden user behaviors across customer journeys.

**Average Rating:** 4.6/5.0

**Total Reviews:** 18

#### How Do G2 Users Rate Air360?

- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Air360?

- **Seller:** [Air360](https://www.g2.com/sellers/air360)
- **Year Founded:** 2016
- **HQ Location:** Tokyo, Japan
- **Twitter:** @weareair360  
203 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ad6229426379ed1421d5ae1e3984ac942e3912177348396cb196750c3a7717bf&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fair360%2F&secure%5Burl_type%5D=linkedin_company_website)  
13 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 63% Small, 32% Medium

#### What Do G2 Reviewers Say About Air360?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **no-code implementation** of Air360, enabling quick insights into real user behavior and conversion boosting.
- Users find Air360's **conversion optimization capabilities** invaluable for improving engagement and boosting sales through actionable insights.
- Users find Air360’s **ease of use** remarkable, enabling quick insights without complex setups or overwhelming features.
- Users praise Air360 for its **clear, actionable insights** that significantly enhance conversion rates and user experience.
- Users value the **insightful analytics** of Air360 that enhance understanding of user behavior and drive conversion improvements.

##### Cons

- Users find the **complexity** of Air360 overwhelming initially, requiring time to learn its extensive features.
- Users find the **difficult learning curve** of Air360 challenging due to its overwhelming amount of data and features.
- Users feel the **pricing is comparatively high** , making it less accessible for startups despite its unique features.
- Users find the **feature overload** of Air360 overwhelming, requiring time to navigate and understand its numerous capabilities.
- Users find that **filtering issues** in Air360 limit advanced analysis and require manual intervention for efficiency.

#### What Are Recent G2 Reviews of Air360?

**["Air360 Delivers Strong CRO and UX insights for our e-commerce business"](https://www.g2.com/survey_responses/air360-review-12883897)**

**Rating:** 5.0/5.0 stars

_— Verified User in Consumer Goods_

[Read full review](https://www.g2.com/survey_responses/air360-review-12883897)

**["Privacy-Compliant, Streamlined Analytics Perfect for Mid-Sized Financial Institutions"](https://www.g2.com/survey_responses/air360-review-12974895)**

**Rating:** 4.0/5.0 stars

_— Verified User in Financial Services_

[Read full review](https://www.g2.com/survey_responses/air360-review-12974895)

#### What Are G2 Users Discussing About Air360?

- [What is Air360 used for?](https://www.g2.com/discussions/what-is-air360-used-for)

### [Apxor](https://www.g2.com/products/apxor/reviews)

Apxor is a pioneering no-code digital nudging platform, designed for product and growth teams of consumer apps and websites to help increase retention and revenue. Apxor helps in enhancing user experience and engagement through contextual feature discovery and education. This enables products to onboard and activate users quickly, and create contextual guidance which minimizes funnel drop-offs. Apxor’s technology centers around intelligent user engagement solutions. It provides features like Picture-In-Picture Videos, Tooltips, Coachmarks, Badges, Walkthroughs, Micro surveys and more, which are aimed at enhancing user onboarding, feature discovery, and overall app engagement. Apxor nudges are reaching more than 20 million users every day. Apxor is trusted by Unicorn brands like Dream11, Vedantu, Porter and enterprises like GCash, ICICI bank and more, to improve their in-app experience, and increase retention and revenue.

**Average Rating:** 4.4/5.0

**Total Reviews:** 14

#### How Do G2 Users Rate Apxor?

- **Return:** 9.2/10 (Category avg: 8.5/10)
- **Retention:** 10.0/10 (Category avg: 8.5/10)
- **Engagement:** 8.9/10 (Category avg: 8.6/10)
- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Apxor?

- **Seller:** [Apxor Technologies Pvt Ltd](https://www.g2.com/sellers/apxor-technologies-pvt-ltd)
- **Year Founded:** 2015
- **HQ Location:** Hyderabad, Telangana
- **Twitter:** @apxormobile  
141 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2c34eccf316b6b82af39ab45e3e08d9c90ede79197828b3685e39ad97e26b6df&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fapxor%2F&secure%5Burl_type%5D=linkedin_company_website)  
37 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 57% Small, 21% Large

#### What Are Recent G2 Reviews of Apxor?

**["User-Friendly Interface"](https://www.g2.com/survey_responses/apxor-review-8123403)**

**Rating:** 4.5/5.0 stars

_— Salman F._

[Read full review](https://www.g2.com/survey_responses/apxor-review-8123403)

**["Best Digital Adoption Platform"](https://www.g2.com/survey_responses/apxor-review-8135097)**

**Rating:** 5.0/5.0 stars

_— Satish M._

[Read full review](https://www.g2.com/survey_responses/apxor-review-8135097)

#### What Are G2 Users Discussing About Apxor?

- [What is Apxor used for?](https://www.g2.com/discussions/what-is-apxor-used-for)

### [TrafficGuard](https://www.g2.com/products/trafficguard/reviews)

Digital advertisers lose billions every year to invalid traffic, and most do not know it is happening. Fake clicks, bots and click farms are only part of it. The bigger drain is non-incremental traffic: excessive clickers with no intent to convert, and navigational traffic that would have found your brand anyway. All of it inflates cost and corrupts the data your optimisation depends on. TrafficGuard sits inside the advertising journey and verifies traffic in real time, before it reaches your campaigns. Our approach is surgical, not blunt force. Statistical invalidation removes the invalid and protects the genuine, with full transparency into exactly what was actioned and why. The result is cleaner signals, more accurate reporting, and ad spend that reaches real, high-intent users. One platform protects every channel that matters: - Search (Google Search & Performance Max) - Meta (Instagram & Facebook) - Affiliate - Mobile Start with a free 30-day audit in detection mode and see exactly how much invalid traffic is hitting your campaigns. Switch on prevention when you are ready. Backed by expert onboarding and responsive support, TrafficGuard is built to scale with your spend. See how much you're losing: dash.trafficguard.ai/signup TrafficGuard is part of Adveritas, publicly listed and accountable on the Australian Securities Exchange (ASX:AV1).

**Average Rating:** 4.4/5.0

**Total Reviews:** 34

#### How Do G2 Users Rate TrafficGuard?

- **Return:** 5.8/10 (Category avg: 8.5/10)
- **Retention:** 5.8/10 (Category avg: 8.5/10)
- **Engagement:** 6.7/10 (Category avg: 8.6/10)
- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.1/10)

#### Who Is the Company Behind TrafficGuard?

- **Seller:** [TrafficGuard](https://www.g2.com/sellers/trafficguard)
- **Year Founded:** 2015
- **HQ Location:** Perth, Western Australia
- **Twitter:** @TrafficGuardAI  
237 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=14ea64be7c8530dbb5a556ac9b9f58bee39f4a54a744b58e4b3fc2a736110dca&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftrafficguard-hq%2F&secure%5Burl_type%5D=linkedin_company_website)  
59 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Gambling & Casinos, Marketing and Advertising
- **Company Size:** 41% Medium, 35% Small

#### What Do G2 Reviewers Say About TrafficGuard?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **intuitive analytics dashboard** of TrafficGuard, enhancing reporting and optimizing ad budget efficiency.
- Users value the **automation features** of TrafficGuard, which streamline detection and save significant ad budget.
- Users appreciate the **excellent customer support** from TrafficGuard, noting how easy it is to set up.
- Users value the **intuitive dashboard** of TrafficGuard, which simplifies monitoring and enhances efficient ad budget management.
- Users find the **easy setup** of TrafficGuard helpful, complemented by excellent support from the team.

##### Cons

- Users find the **complex features** of TrafficGuard to be time-consuming and overwhelming at first.
- Users find the initial setup of TrafficGuard to be **complex and time-consuming** , which can be frustrating at the start.
- Users find the **complexity** of TrafficGuard challenging and time-consuming, especially during initial setup.
- Users find the **pricing of TrafficGuard high** , which adds to its complexity and time-consuming setup process.
- Users find the **implementation complex** , noting it can be time-consuming during the initial setup phase.

#### What Are Recent G2 Reviews of TrafficGuard?

**["Es una solución confiable para prevenir el fraude publicitario."](https://www.g2.com/survey_responses/trafficguard-review-10766763)**

**Rating:** 4.0/5.0 stars

_— Olga S._

[Read full review](https://www.g2.com/survey_responses/trafficguard-review-10766763)

**["Great services"](https://www.g2.com/survey_responses/trafficguard-review-10763831)**

**Rating:** 5.0/5.0 stars

_— Vitalii Z._

[Read full review](https://www.g2.com/survey_responses/trafficguard-review-10763831)

#### What Are G2 Users Discussing About TrafficGuard?

- [What is TrafficGuard PPC Protection by TrafficGuard used for?](https://www.g2.com/discussions/what-is-trafficguard-ppc-protection-by-trafficguard-used-for) - 1 comment

### [DeviceAtlas](https://www.g2.com/products/deviceatlas/reviews)

DeviceAtlas is a device detection solution which identifies and verifies connected devices for rich, actionable intelligence across every customer touch point. Analyze web traffic, segment or adapt content for mobile audiences, or target specific mobile devices. Use our device intelligence solution to get the most accurate data on all mobile and connected devices, i.e. smartphones, tablets, laptops, CTV, wrist watches. Stay on top of device diversity and device emergence and get a detailed and actionable view of how users are accessing content and networks – we analyse devices so you don’t have to.

**Average Rating:** 4.8/5.0

**Total Reviews:** 12

#### How Do G2 Users Rate DeviceAtlas?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)

#### Who Is the Company Behind DeviceAtlas?

- **Seller:** [DeviceAtlas](https://www.g2.com/sellers/deviceatlas)
- **Year Founded:** 2008
- **HQ Location:** Dublin
- **Twitter:** @Device\_Atlas  
1,330 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4f1d6b07b07c3eab2dd45eb50d6ddcf2e1b78039ce1154e99ec149e872fb1553&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdeviceatlas%2F&secure%5Burl_type%5D=linkedin_company_website)  
50 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Marketing and Advertising
- **Company Size:** 42% Large, 33% Small

#### What Are Recent G2 Reviews of DeviceAtlas?

**["DeviceAtlas allows us to retrieve up to date vistor information in a quick and clean manner"](https://www.g2.com/survey_responses/deviceatlas-review-7497784)**

**Rating:** 4.5/5.0 stars

_— T. H._

[Read full review](https://www.g2.com/survey_responses/deviceatlas-review-7497784)

**["Large device coverage and great service"](https://www.g2.com/survey_responses/deviceatlas-review-8266619)**

**Rating:** 5.0/5.0 stars

_— Alexander P._

[Read full review](https://www.g2.com/survey_responses/deviceatlas-review-8266619)

### [Alpine IQ](https://www.g2.com/products/alpine-iq/reviews)

Alpine IQ empowers high-risk industries by providing customer-focused technology to help retailers and brands of all sizes resolve growth challenges and generate revenue. The company provides customers with the industry's most extensive suite of tools to protect, segment, and promote all in-store and online operations.

**Average Rating:** 4.7/5.0

**Total Reviews:** 11

#### How Do G2 Users Rate Alpine IQ?

- **Return:** 8.3/10 (Category avg: 8.5/10)
- **Retention:** 8.3/10 (Category avg: 8.5/10)
- **Engagement:** 9.2/10 (Category avg: 8.6/10)
- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Alpine IQ?

- **Seller:** [AIQ (Alpine IQ)](https://www.g2.com/sellers/aiq-alpine-iq)
- **Year Founded:** 2019
- **HQ Location:** Denver, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=eeab43d43dcd4634e2699f639ab75ec9dd546bb042e8e1682b31a134798a14bd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Falpine-iq&secure%5Burl_type%5D=linkedin_company_website)  
107 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 55% Small, 18% Medium

#### What Do G2 Reviewers Say About Alpine IQ?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of Alpine IQ, as it simplifies customer engagement and data management.
- Users value the **robust analytics** of Alpine IQ, enhancing insights into customer behavior and marketing effectiveness.
- Users value the **easy customer engagement** through unified data, advanced segmentation, and automated messaging features of Alpine IQ.
- Users value the **user-friendly engagement tools** in Alpine IQ, enhancing customer interactions and driving conversions effectively.
- Users commend the **comprehensive integration** of Alpine IQ, enhancing customer engagement and simplifying marketing processes effortlessly.

##### Cons

- Users find the **learning curve challenging** , requiring time to understand features and navigate the interface effectively.
- Users find the **complex features** of Alpine IQ challenging, especially when trying to navigate reporting and customization.
- Users face challenges with **complex reporting** , noting a steep learning curve and a need for better customization.
- Users face challenges with the **dashboard issues** as it lacks intuitiveness and clarity, complicating their overall experience.
- Users find the **dashboard usability** of Alpine IQ challenging, especially in understanding and customizing features effectively.

#### What Are Recent G2 Reviews of Alpine IQ?

**["Powerful Customer Engagement Tool with Some Room for Improvement"](https://www.g2.com/survey_responses/alpine-iq-review-12267748)**

**Rating:** 5.0/5.0 stars

_— Verified User_

[Read full review](https://www.g2.com/survey_responses/alpine-iq-review-12267748)

**["Effective Customer Data Platform with Room for Improvement"](https://www.g2.com/survey_responses/alpine-iq-review-12283015)**

**Rating:** 5.0/5.0 stars

_— Saurabh G._

[Read full review](https://www.g2.com/survey_responses/alpine-iq-review-12283015)

### [Apptrove](https://www.g2.com/products/apptrove/reviews)

Apptrove empowers mobile marketers to conquer every stage of the user journey. We're your one-stop mobile measurement partner, providing the data and insights you need to optimize user acquisition and engagement. Unleash the power of deep linking to seamlessly connect users to your app, and leverage customizable fraud prevention to ensure your marketing budget is invested towards real users. Go beyond basic attribution with our SKAN analytics, and gain a granular understanding of your audience with advanced segmentation features. With Apptrove, you'll gain the knowledge to make data-driven decisions, maximize campaign ROI, and fuel long-term app success.

**Average Rating:** 4.8/5.0

**Total Reviews:** 5

#### How Do G2 Users Rate Apptrove?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Apptrove?

- **Seller:** [CloudStuff Inc](https://www.g2.com/sellers/cloudstuff-inc)
- **Year Founded:** 2016
- **HQ Location:** New Delhi, IN
- **Twitter:** @TrackierHQ  
248 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d9c5380e123395681df826ea21c31b048b0ea0d96a4d484a66312949ec1c6f77&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftrackier%2F&secure%5Burl_type%5D=linkedin_company_website)  
143 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 80% Small, 20% Medium

#### What Do G2 Reviewers Say About Apptrove?

_AI-generated summary from verified user reviews_

##### Pros

- Users benefit from **efficient email template creation** in Apptrove, enhancing professionalism and flexibility in communication.
- Users value the **customization options** in Apptrove, facilitating the creation of professional email templates with ease.
- Users find Apptrove's **ease of use** invaluable for creating and modifying email templates professionally.
- Users find Apptrove's **email template creation** helpful for crafting professional emails quickly and efficiently.
- Users find **Apptrove's email template features** helpful for creating and editing professional emails effortlessly.

##### Cons

- Users find it challenging to locate the **old edit history** , impacting their editing experience in Apptrove.
- Users experience **naming confusion** when trying to locate old edit histories in Apptrove.
- Users find it **difficult to navigate** the old edit history in Apptrove, complicating their workflow.

#### What Are Recent G2 Reviews of Apptrove?

**["New but one of the best system in their class"](https://www.g2.com/survey_responses/apptrove-review-8853503)**

**Rating:** 5.0/5.0 stars

_— Sudhanshu C._

[Read full review](https://www.g2.com/survey_responses/apptrove-review-8853503)

**["Its best helping me in my work to create email drafts more oftenly."](https://www.g2.com/survey_responses/apptrove-review-10938866)**

**Rating:** 5.0/5.0 stars

_— vasan v._

[Read full review](https://www.g2.com/survey_responses/apptrove-review-10938866)

### [Pyze Growth Intelligence®](https://www.g2.com/products/pyze-growth-intelligence/reviews)

Pyze Growth Intelligence addresses the increasingly critical business need to engage and retain users across disparate platforms. Pyze develops holistic user profiles by aggregating user behavior across platforms and enables realtime, targeted engagement & personalization campaigns to ensure individualized experiences for all users: - Gain competitive advantage by understanding user clusters, trends, patterns, and anomalies - Provide personalized engagement, content and experience to users based on actions, behavior, and usage milestones - Run automated campaigns to maximize brand loyalty, revenue, engagement or desired business objective Pyze offers a marketing and intelligence platform designed to enable mobile and web app publishers maximize growth through automated analysis, engagement, and personalization. Pyze utilizes machine learning to automate segmentation for clustering users based on shared characteristics and enables automated engagement and personalization with each set of users to achieve desired business outcomes. Pyze provides an end-to-end solution for automating data capture, analytics, segmentation, campaign execution & personalization across platforms. Pyze offers a number of sophisticated marketing services to gain deep insights into user behavior across platforms to drive meaningful customer engagement. Capabilities and Benefits: The Pyze Growth Intelligence Platform features a number of core capabilities that tailor the solution for your organization’s goals. We recognize that organizations have different business objectives and have developed a highly scalable platform that can address each specific objective. - Usage and Behavioral Analytics enables visibility into trends, patterns, and behaviors across web and mobile app users to analyze, visualize, explore and act on insights. - Automated Segmentation allows brands to precisely target specific user sets through automated segmentation and real-time explorations across the entire user base. - Contextual Marketing determines the time and place each user will be most receptive to messages and utilizes usage patterns, context, and other factors to deliver the right message at the right time. - Growth Automation enables work-flow and behavior driven automated engagement with each user to onboard, activate, engage and retain users throughout their lifetime. - Personalization Intelligence enables brands to personalize every experience, including content feeds, user interfaces, communication messages, specific features, and products. - App Groups provide aggregate user behavior data across mobile and web apps to enable omnichannel campaigns, cross-platform personalization and benchmarking.

**Average Rating:** 5.0/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate Pyze Growth Intelligence®?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Pyze Growth Intelligence®?

- **Seller:** [Pyze](https://www.g2.com/sellers/pyze)
- **Year Founded:** 2014
- **HQ Location:** Redwood City, US
- **Twitter:** @PyzeInc  
863 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3b4b8a037709f50c14ea89cc2d6214b6bf8dba2a0b32097c5524ce2fb5799d81&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3574122%2F&secure%5Burl_type%5D=linkedin_company_website)  
23 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Small, 33% Medium

#### What Are Recent G2 Reviews of Pyze Growth Intelligence®?

**["Powerful Customer Intelligence & Marketing Automation"](https://www.g2.com/survey_responses/pyze-growth-intelligence-review-365584)**

**Rating:** 5.0/5.0 stars

_— John M._

[Read full review](https://www.g2.com/survey_responses/pyze-growth-intelligence-review-365584)

**["Top-notched mobile growth solution"](https://www.g2.com/survey_responses/pyze-growth-intelligence-review-342189)**

**Rating:** 5.0/5.0 stars

_— Arsene L._

[Read full review](https://www.g2.com/survey_responses/pyze-growth-intelligence-review-342189)

#### What Are G2 Users Discussing About Pyze Growth Intelligence®?

- [What is Pyze Growth Intelligence® used for?](https://www.g2.com/discussions/what-is-pyze-growth-intelligence-used-for)

### [StoreSpy](https://www.g2.com/products/storespy/reviews)

StoreSpy is an App Store Optimization and App Intelligence tool that provides a wide data of more than 6 million apps including 10+ ad networks, creatives, rankings, downloads, and revenue estimates in Apple and Google Play App Stores. StoreSpy has 4 different modules which are Market Intelligence, App Intelligence, Ad Intelligence, and App Store Optimization. With Market Intelligence, users can track current market trends and growth opportunities, check rivals and follow new updates on each market. App Intelligence module provides a wide perspective of any app to analyze and understand its growth, latest activities, and performance. With Ad Intelligence, StoreSpy users can reach advertisement data of more than 10 networks, top creatives, publishers, and creative gallery of any app. App Store Optimization module is to analyze the best keywords to rank at the top. With the ASO module, it's possible to research new keywords, track rivals' and market keywords, and optimize the ASO process for higher performance.

**Average Rating:** 5.0/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate StoreSpy?

- **Return:** 10.0/10 (Category avg: 8.5/10)
- **Retention:** 10.0/10 (Category avg: 8.5/10)
- **Engagement:** 10.0/10 (Category avg: 8.6/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)

#### Who Is the Company Behind StoreSpy?

- **Seller:** [StoreSpy](https://www.g2.com/sellers/storespy)
- **Year Founded:** 2021
- **HQ Location:** Istanbul, TR
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7b11b0ee220e0d04226d377a4d07f0458c3a089ba54ff76ed305decfc07e7ff2&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fstorespy&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of StoreSpy?

**["Grow Your App With StoreSpy"](https://www.g2.com/survey_responses/storespy-review-8832687)**

**Rating:** 4.0/5.0 stars

_— Nitish S._

[Read full review](https://www.g2.com/survey_responses/storespy-review-8832687)

**["App Optimization with StoreSpy: A Comprehensive Tool for Mobile Marketers"](https://www.g2.com/survey_responses/storespy-review-7650629)**

**Rating:** 5.0/5.0 stars

_— Yasir T._

[Read full review](https://www.g2.com/survey_responses/storespy-review-7650629)

### [APPRise](https://www.g2.com/products/apprise/reviews)

APPrise is an application performance management software help users to raise the application above the others by tracking the performance of the mobile App.

**Average Rating:** 4.3/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate APPRise?

- **Return:** 3.3/10 (Category avg: 8.5/10)
- **Retention:** 3.3/10 (Category avg: 8.5/10)
- **Engagement:** 5.0/10 (Category avg: 8.6/10)
- **Has the product been a good partner in doing business?:** 6.7/10 (Category avg: 9.1/10)

#### Who Is the Company Behind APPRise?

- **Seller:** [Happiest Minds](https://www.g2.com/sellers/happiest-minds)
- **Year Founded:** 2011
- **HQ Location:** Bengaluru, Karnataka
- **Twitter:** @happiestminds  
6,583 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=bbbe1994fb0dde2775f515d89a777f8eaff7a60bf8291a7038b5c465119cf7a1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fhappiest-minds-technologies%2F&secure%5Burl_type%5D=linkedin_company_website)  
6,108 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of APPRise?

**["Compute the power of analytics using APPRise"](https://www.g2.com/survey_responses/apprise-review-4993986)**

**Rating:** 4.0/5.0 stars

_— Verified User in Human Resources_

[Read full review](https://www.g2.com/survey_responses/apprise-review-4993986)

**["One platform for all application"](https://www.g2.com/survey_responses/apprise-review-8489874)**

**Rating:** 4.5/5.0 stars

_— Jay S._

[Read full review](https://www.g2.com/survey_responses/apprise-review-8489874)

#### What Are G2 Users Discussing About APPRise?

- [What is APPRise used for?](https://www.g2.com/discussions/what-is-apprise-used-for)

### [fibotalk](https://www.g2.com/products/fibotalk/reviews)

Product Analytics Stack for web and mobile applications like SaaS, Fintech, enterprise digital products

**Average Rating:** 4.8/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate fibotalk?

- **Return:** 10.0/10 (Category avg: 8.5/10)
- **Retention:** 10.0/10 (Category avg: 8.5/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)

#### Who Is the Company Behind fibotalk?

- **Seller:** [Fibotalk](https://www.g2.com/sellers/fibotalk)
- **Year Founded:** 2015
- **HQ Location:** Miami, US
- **Twitter:** @fibotalk  
262 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=79ecbce9d131af2bac24fac4216df3d57b03be7ff58fceffa95fc98ba3c62aa9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ffibotalk%2F&secure%5Burl_type%5D=linkedin_company_website)  
4 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Medium, 50% Small

#### What Are Recent G2 Reviews of fibotalk?

**["Fibotalk is not just a chat software"](https://www.g2.com/survey_responses/fibotalk-review-4864613)**

**Rating:** 5.0/5.0 stars

_— Samuel [SAM] J._

[Read full review](https://www.g2.com/survey_responses/fibotalk-review-4864613)

**["Best analytics product for SaaS"](https://www.g2.com/survey_responses/fibotalk-review-4803295)**

**Rating:** 4.5/5.0 stars

_— Abhimanyu K V._

[Read full review](https://www.g2.com/survey_responses/fibotalk-review-4803295)

#### What Are G2 Users Discussing About fibotalk?

- [What is fibotalk used for?](https://www.g2.com/discussions/what-is-fibotalk-used-for)

### [Repro](https://www.g2.com/products/repro/reviews)

Repro is a Customer Engagement Platform in Tokyo, Japan, on a mission to maximize communication between companies and their customers. Repro enables companies to create lasting customer relationships by sending the right content to the right person at the right time. This personalized communication is achieved through the platform's easy-to-use features, which include automated data tracking, AI analytics & segmentation, and cross-channel messaging.

**Average Rating:** 3.3/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate Repro?

- **Has the product been a good partner in doing business?:** 6.7/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Repro?

- **Seller:** [Yusuke Hirata](https://www.g2.com/sellers/yusuke-hirata)
- **Year Founded:** 2014
- **HQ Location:** Tokyo, JP
- **Twitter:** @reproio  
1,638 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fa3ef53b57a37b942582256a707bfe35b3eadffad03ab35236576a2b15c94ed1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Frepro-inc-%2F&secure%5Burl_type%5D=linkedin_company_website)  
95 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 33% Large, 33% Medium

#### What Are Recent G2 Reviews of Repro?

**["The sweetest in Reproduction"](https://www.g2.com/survey_responses/repro-review-4290798)**

**Rating:** 4.0/5.0 stars

_— Larnell M._

[Read full review](https://www.g2.com/survey_responses/repro-review-4290798)

**["Greater communication with business teams and clients."](https://www.g2.com/survey_responses/repro-review-4279806)**

**Rating:** 4.5/5.0 stars

_— Praxant P._

[Read full review](https://www.g2.com/survey_responses/repro-review-4279806)

#### What Are G2 Users Discussing About Repro?

- [What is Repro used for?](https://www.g2.com/discussions/what-is-repro-used-for)

### [AirData](https://www.g2.com/products/airpush-airdata/reviews)

Increase your overall revenue without changing a thing about your existing integrations. Use AirData as the easiest way to monetize mobile application data.

**Average Rating:** 4.5/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate AirData?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.1/10)

#### Who Is the Company Behind AirData?

- **Seller:** [AirPush](https://www.g2.com/sellers/airpush)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Do G2 Reviewers Say About AirData?

_AI-generated summary from verified user reviews_

##### Pros

- Users find the **ease of tracking flight data** with AirData to be extremely convenient and beneficial.

##### Cons

- Users find the **expensive subscription plans** necessary to access all features of AirData, limiting its appeal.
- Users find the **limited features** of AirData restrictive, requiring a top-tier subscription for full utilization.

#### What Are Recent G2 Reviews of AirData?

**["Great for Flight Tracking, But Platform Limitations Show Quickly"](https://www.g2.com/survey_responses/airdata-review-11874055)**

**Rating:** 4.5/5.0 stars

_— Steven K._

[Read full review](https://www.g2.com/survey_responses/airdata-review-11874055)

### [Airnow Data](https://www.g2.com/products/airnow-data/reviews)

Supercharge your app marketing strategy with Airnow Data. Monitor apps, benchmark competitors & understand market trends.

**Average Rating:** 4.5/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate Airnow Data?

- **Return:** 10.0/10 (Category avg: 8.5/10)
- **Retention:** 10.0/10 (Category avg: 8.5/10)
- **Engagement:** 10.0/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Airnow Data?

- **Seller:** [Airnow](https://www.g2.com/sellers/airnow)
- **HQ Location:** London, GB
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fcaca1f7d220b8edd4fccabacb6da8713508da6ba187dfc06f296d1ddf4f1f7e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fairnowplc%2Fabout%2F&secure%5Burl_type%5D=linkedin_company_website)  
20 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of Airnow Data?

**["Growth in technology"](https://www.g2.com/survey_responses/airnow-data-review-5296712)**

**Rating:** 4.5/5.0 stars

_— Oshita V._

[Read full review](https://www.g2.com/survey_responses/airnow-data-review-5296712)

#### What Are G2 Users Discussing About Airnow Data?

- [What is Airnow Data used for?](https://www.g2.com/discussions/what-is-airnow-data-used-for)

### [AppLink.io](https://www.g2.com/products/applink-io/reviews)

AppLink.io is a mobile app analytics tool that provides app statistics, metrics, tracking and monitoring capabilities.

**Average Rating:** 3.5/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate AppLink.io?

- **Return:** 8.3/10 (Category avg: 8.5/10)
- **Retention:** 10.0/10 (Category avg: 8.5/10)
- **Engagement:** 8.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind AppLink.io?

- **Seller:** [AppLink.io](https://www.g2.com/sellers/applink-io)
- **Year Founded:** 2017
- **HQ Location:** Des Moines, US
- **Twitter:** @AppLinkIO  
208 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=956178551a8475840af02595a7837d059c40afc87f1970b5fff23524e10f07cf&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F16188443&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Large

#### What Are G2 Users Discussing About AppLink.io?

- [What is AppLink.io used for?](https://www.g2.com/discussions/applink-io-what-is-applink-io-used-for)
- [What is AppLink.io used for?](https://www.g2.com/discussions/what-is-applink-io-used-for)

### [AppNeura](https://www.g2.com/products/appneura/reviews)

appNeura products provide actionable insights about the QoS of apps in real time to enterprises. These insights empower Developers, It/Ops Managers & Product Owners to take immediate corrective actions for improvement of app performance and scalability.

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### Who Is the Company Behind AppNeura?

- **Seller:** [AppNeura](https://www.g2.com/sellers/appneura)
- **Year Founded:** 2017
- **HQ Location:** Bengaluru, IN
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=16f0d29d95e17c55980349afc2de87a4e45f740a46b163965e001d1be2473743&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F13462197%2F&secure%5Burl_type%5D=linkedin_company_website)  
7 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of AppNeura?

**["An Excellent Tool to Improve User Experience and Boost Business Outcomes"](https://www.g2.com/survey_responses/appneura-review-8263308)**

**Rating:** 5.0/5.0 stars

_— Aditi S._

[Read full review](https://www.g2.com/survey_responses/appneura-review-8263308)

- [‹ Prev‹ Prev](/categories/mobile-app-analytics?order=g2_score&page=4&review_source=mktg#product-list)
- [1](/categories/mobile-app-analytics?order=g2_score&review_source=mktg#product-list)
- [2](/categories/mobile-app-analytics?order=g2_score&page=2&review_source=mktg#product-list)
- [3](/categories/mobile-app-analytics?order=g2_score&page=3&review_source=mktg#product-list)
- [4](/categories/mobile-app-analytics?order=g2_score&page=4&review_source=mktg#product-list)
- 5
- [6](/categories/mobile-app-analytics?order=g2_score&page=6&review_source=mktg#product-list)
- [7](/categories/mobile-app-analytics?order=g2_score&page=7&review_source=mktg#product-list)
- [Next ›Next ›](/categories/mobile-app-analytics?order=g2_score&page=6&review_source=mktg#product-list)

Spotlight Categories

[Background Check Software](https://www.g2.com/categories/background-check)

[Job Search Sites](https://www.g2.com/categories/job-search-sites)

[Audit Management Software Solutions](https://www.g2.com/categories/audit-management)

[Quality Management Systems (QMS)](https://www.g2.com/categories/quality-management-qms)

[CMMS Software](https://www.g2.com/categories/cmms)

Similar Categories

- [Mobile Crash Reporting](/categories/mobile-crash-reporting)

[Browse Mobile App Analytics Themes](/categories/mobile-app-analytics/themes)

 ![Adam Crivello](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Adam Crivello")
AC

Researched and written by [Adam Crivello](https://research.g2.com/insights/author/adam-crivello)

Updated October 3, 2024

Mobile app analytics tools enables companies to track activity related to in-app sessions and user behavior. These products help measure mobile app opens and downloads, as well as locate user exit points, track the amount of time spent in an app, and construct funnels to track user activity. This software can report on this data in a variety of ways, such as real-time usage, trends over time, location segmentation, and device or operating system attributes. Data can be used by marketing teams to understand regional popularity or demographic analysis. Sales and other departments can also utilize data provided through mobile app analytics products.

While some mobile app analytics products solely address app analytics, others can be used for both app and [digital analytics](https://www.g2.com/categories/digital-analytics). Mobile app analytics are also popular with mobile game developers, specifically for those looking for a [Unity analytics](https://learn.g2.com/unity-analytics) solution.

To qualify for inclusion in the Mobile App Analytics category, a product must:

- Provide data regarding an app’s user behavior 
- Provide information about demographics or regional use 
- Display trends or market behaviors 
- Analyze customer satisfaction and usage 
- Produce reports outlining multiple factors analyzed 

Show More

* * *

## How Do You Choose the Right Mobile App Analytics Tools?

### What You Should Know About Mobile App Analytics Tools

### What is Mobile App Analytics Software?

The increased presence and influence of mobile devices has driven the necessity for mobile applications—and by extension, mobile app analytics software. Whether designed for e-commerce, gaming, finance, productivity, loyalty programs, or otherwise, there seems to be an application for almost anything one can imagine. Because of this lasting trend towards mobility, businesses are pushing hard to get their service or product out onto the mobile landscape.

There is a need to understand how users interact with the applications one has built for their business. An app is only valuable if people are actually using it with any sense of regularity, and the ability to interact with the app easily or conveniently can play a huge role in whether the app succeeds. Mobile app analytics solutions allow companies to examine how users interact with their apps, providing all kinds of data including the type of device users are accessing from, how long they spend on pages in the app, how frequently a user opens the app, and more. The result is a data-driven picture of an app’s performance and how it fits into the marketplace.

Using mobile app analytics software gives companies [real-time data](https://www.g2.com/categories/mobile-app-analytics/f/real-time-analysis) that informs continued product development. Depending on the tool used, teams can gain insight into unforeseen issues with new software updates, track usage patterns by demographics such as age and location, and more. Leveraging this data, development teams can constantly maintain and update their app’s interface to encourage the most desirable user journeys through their apps. If sudden, irregular patterns emerge, such as a sharp decline in traffic that might indicate downtime, mobile app analytics software can automatically alert teams via notifications to ensure a rapid response.

Overall, mobile app analytics software gives teams an invaluable set of monitoring tools, data-gathering functions, and dashboards which allows them to manage their released applications in a way that reflects and responds to real user experiences. 

### What are the Common Features of Mobile App Analytics Software?

The following are some core features within mobile app analytics software:

**OS-based tracking:** Mobile app analytics tools need to be able to evaluate app performance based on the mobile operating system (OS) the app is running on. iOS and Android are the biggest players in mobile OS, but they are not the only platforms that mobile apps can run on. Some mobile app analytics solutions will also track the device type running an OS, accounting for other niche or proprietary systems and the respective OS version, for trending and further data analysis.

**Session analytics:** The most basic mobile app analytics tool feature, session analytics, informs teams on the basics of how a user’s time is spent in an app. How long the app was used, wherein the app users went, and the kinds of activities they performed with the app are all valuable pieces of information that every company will want to know about their user audience.

**Regional analytics:** Understanding where, geographically, users are accessing an application can give companies unique insights into their user base. This type of data can enable more effective targeted advertising, and it can generate particularly interesting insights and trends when combined with other usage data like carrier, device, and time spent using the app.

**Date filtering:** Understanding usage data in the context of timeframes can lead to beneficial insights for one’s business. Aside from the more obvious analysis of app intelligence—for example, understanding how bug fixes affect rates of usership—businesses can garner more subtle insights, such as how usership changes after implementing subtle user interface updates or backend performance overhauls.

**Audience analytics:** Is the application free, or does it require a one-time purchase? Does the application have paid features? Understanding how free and paid audience members interact with an app can give teams better insight into how the price of their application affects the way users interact with the app in their day to day.

**Market trends:** It is as important to understand how a company’s apps compare to other apps on the market as it is to understand the users’ in-app activity. For an application to compete, the business needs to understand exactly what it is competing against. Mobile app analytics tools should provide market intelligence so that a business can always understand how its apps are performing in context with the market as a whole.

**Reporting:** As with any analytics tool, reporting is a powerful way of consolidating key information into an easily digestible format. Mobile app analytics tools should be able to turn out reports regarding any data factor it tracks, allowing companies to get summaries of any possible data they might find to be important.

**Data visualization:** This works similarly to the reporting functionality of other analytics tools. Data visualization—the process of turning raw data into charts, graphs, and other forms of visual representations—is a perfect at-a-glance representation of an app’s users, functions, and success. Data visualizations can be highly valuable for revealing trends in data that might otherwise be lost under the sheer volume that is captured by a mobile app analytics tool.

**Code performance analysis:** Occurrences that negatively affect the user experience might originate from the application’s code. Some mobile app analytics tools will track performance down to the code level, which can reveal any code segments that are performing suboptimally.

**Network filtering:** Understanding users’ networks can help lead to a better overall user experience. WiFi and carrier networks each have their connection strengths and consistencies, and some mobile app analytics tools will allow the filtering of performance data based on the method of network connection or other distinguishing network-adjacent traits like carrier name or region.

Other Features of Mobile App Analytics Tools: [Heat maps](https://www.g2.com/categories/mobile-app-analytics/f/heat-maps), [Session replay](https://www.g2.com/categories/mobile-app-analytics/f/session-replay)

### What are the Benefits of Mobile App Analytics Software?

**Usage insights:** What pages get the most traffic? What about the least? How often do users buy after putting an item in the app’s cart? What page do users bounce (leave the app) from the most? How much time do users spend in the app? These questions and more can all be answered with mobile app analytics solutions. Mobile app analytics tools focus on allowing businesses to leverage usage data into data-driven insights, helping them make better decisions about the app’s future direction and build.

**Carrier and device insights:** The impact that certain carriers, devices, and operating systems can have on an app’s functionality and overall success tends to be overlooked. Mobile app analytics tools can offer insights into these factors. Such insights can help expose potential incompatibilities an app might have with the targeted user demographic. Armed with that information, developers can update the app to better fit its users’ preferences.

**Performance insights:** While mobile app analytics software might not provide log outputs comparable to those of software testing tools, companies can discern other functional issues from their data. Notice a page or feature is rarely used? Maybe a disproportionate number of app closures after the loading of a specific app page? These might be indicators that something is not functioning properly on those pages and can inform developers to reexamine that build.

### Who Uses Mobile App Analytics Software?

Mobile app analytics tools can provide significant, valuable insights for a business. While different teams might find value in different elements of this software, the following list rounds up the most common team members who would most regularly interact with mobile app analytics tools.

**Product managers:** These users find value in mobile app analytics tools’ application quality of life (QoL) tracking. Changes in application QoL affect application usage and performance. The high-level insights drawn from mobile app analytics tools can help create a more well-informed product direction and improve the overall quality of an application.

**Data analysts:** Data analysts should find significant value in mobile app analytics tools. The volume of data at their disposal allows data analysts to craft in-depth insights around numerous aspects of an application’s performance. Additionally, the in-software visualization and filtering features can help clarify the mass of data points that mobile app analytics generate.

**Application developers:** Using mobile app analytics tools, application developers can specifically target application workflows for optimization or upkeep based on data. In-depth analytics around user interactions, region and network data, and code performance can be extremely valuable toward improving an application’s build and client-side operation.

**Marketing teams:** Marketing teams can take the information collected by mobile app analytics tools and turn them into more effective targeted marketing campaigns. While some of the more technical in-app performance data might not be as useful to these teams, marketers can lean on invaluable resources like demographic, regional, and carrier data as they move toward a more well-informed marketing campaign.

#### Software Related to Mobile App Analytics Software

Related solutions that can be used together with Mobile App Analytics Software include:

[Digital analytics software](https://www.g2.com/categories/digital-analytics) **:** Digital analytics software performs many of the same functions that mobile app analytics solutions do but specifically focused on website traffic and web page activity. Combining these two software resources can give businesses a more complete look at how customers interact with their digital offerings.

[Mobile app optimization software](https://www.g2.com/categories/mobile-app-optimization) **:** Focusing more on user interaction with an application rather than user habits, mobile app optimization software helps companies better solicit the most advantageous user interactions with an application. Mobile app optimization tools focus on the most and least used aspects of an app, explore trends in app usage, and help turn that data into actionable insights.

### Challenges with Mobile App Analytics Software

Software solutions can come with their own set of challenges. 

**Overtracking:** Overtracking can be a real issue for businesses. Because mobile app analytics solutions offer the ability to track so many aspects of an app’s existence, it is incredibly tempting to try to track all of it. Companies need to be sure to track and analyze what is important for their app’s success, and this may differ from company to company. For example, mobile video game app companies will want to track different data points than a retailer might for their store’s mobile app. If a business cannot fight the temptation to track every little aspect, it is really easy to get lost in the data and, in turn, the data will end up polluting its analysis with nonfactors.

**Device attribution:** Mobile devices, as a hardware archetype, are composed of a massive collection of device manufacturers, data carriers, and operating system variations. For a mobile app analytics solution to be truly effective, it has to be able to analyze application events in context with the hardware and software the application is run on. Failure to properly capture these details could mean missing out on version, hardware, or carrier-influenced problems, leading to increased time in troubleshooting issues.

**Data security:** As mentioned above, a hot topic with app analytics is the extent to which user data is tracked and secured. Because of how much data can be acquired about users with app analytics tools, data security and data privacy are genuine and valid concerns. When using a mobile app analytics tool, businesses should also be investing in data security solutions.

### How to Buy Mobile App Analytics Software

G2’s reviews from authentic software buyers can serve as a great anchor point for any company ready to start the search for a mobile app analytics solution. With that in mind, there are a few important criteria to consider when looking for the right tool.

**Features:** Different mobile app analytics software tools can have quite different feature sets. One solution might focus on highly detailed user journeys while another may be able to provide insight into the device models an app’s audience is using. The best fit solution will vary depending on the data that an organization finds most valuable. Authentic G2 reviews made by peers from similar companies can shed light on these factors. A prioritized list of the business’ most desired features enables the software selection team to move forward with a clear idea of what to look for.

**Security:** Collecting user data is a highly sensitive undertaking that requires constantly up-to-date security and compliance. When searching for a mobile app analytics solution, companies should ensure that the software they’d like to use has a verified history of compliance and high-security standards to protect user data. In some cases, separate data security solutions are preferred to help ensure security compliance and privacy.