Customer Story

    How AppGeneration Turns App Data Into Action 10× Faster with ClarityQ

    AppGeneration×ClarityQ

    A multi-app studio behind myTuner Radio, classic mobile games, and AI productivity apps started using ClarityQ's conversational analytics — and began uncovering insights they didn't even know to look for.

    "ClarityQ lets our Marketing and Product teams get answers in minutes instead of hours. We used to juggle Firebase, GA, AdMob, Adjust — now everything lives in one place. Our analysis is easily 10× faster, saving us hours every time. But the real game-changer is the insights we wouldn't have found on our own — things we didn't even know to look for."
    Eduardo Carqueja, Founder & CEOAppGeneration
    10× faster
    Analysis across Marketing & Product workflows
    5× open rate
    Push notifications, with fewer total sends and less user fatigue
    4 → 1
    Analytics tools replaced by one conversational layer

    AppGeneration, the Porto-based digital studio founded in 2010, runs a portfolio of mobile experiences that spans radio streaming (myTuner Radio, with more than 50,000 stations across 200+ countries), classic casual games (Spider, Word Connect, Mahjong, Backgammon, Domino), and AI productivity apps. With tens of millions of users across that portfolio, AppGeneration's Marketing and Product teams faced a familiar problem: data scattered across Firebase, Google Analytics, AdMob, and Adjust made every product question slow to answer — and many questions never got asked at all, because the team had to wait on someone who knew SQL and the data well enough to dig in.

    ClarityQ changed that. By unifying their data context into a single conversational layer, AppGeneration's teams now ask any question — on engagement, churn, monetization, or segmentation — and get answers in minutes. The result has been faster decisions across radio, gaming, and subscription apps, plus several insights the team candidly says would have been very difficult to surface on their own.

    The Discovery
    Five Wins Across the Portfolio

    Five Real Wins Across the Portfolio

    Within weeks of putting ClarityQ in front of their Marketing and Product managers, AppGeneration started turning conversational queries into shipped product changes. Here are five of the most impactful examples.

    Radio Apps · Engagement

    A behavioral signal that reshaped onboarding

    ClarityQ surfaced a clean behavioral cluster inside the radio apps: users who add stations to their favorites become significantly more engaged across every dimension — session frequency, content exploration, retention. The team had a hunch this might be true. ClarityQ proved it, segmented it, and quantified it in minutes.

    What they shipped

    Surfaced favoriting from session 1, added autoplay on first session, and designed segmented push and pop-up flows around discovery. Pop-up timing is now controlled remotely (e.g. "show on session N"), which lets the team test variations without standing up a formal A/B test.

    Impact

    A measurable lift across retention, engagement, and content exploration metrics, and a push notification open rate that climbed roughly 5× while the total volume of pushes dropped — less saturation, more attention.

    Card Games · Retention

    The "4 wins in a row" insight

    In one of their card games, AppGeneration asked ClarityQ to surface the patterns behind early-game churn. The answer was striking: players who reached 4 consecutive wins retained dramatically better than any other early-game cohort. Conversely, players who lost their early games churned at a higher rate.

    What they shipped

    Reorganized early-level difficulty so more players reach that protective win streak; restructured how in-game "helps" (magic wand, board clear) are presented so they feel continuous; and increased the help generosity per reward so more players actually finish their first sessions. Segmented push notifications were layered on top to win back at-risk cohorts.

    Impact

    A clear, evidence-based path to lift retention — and an ongoing testing loop that simply wasn't possible before.

    Word Games · Localization

    The Mexico engagement mystery

    While reviewing engagement across countries, the team asked ClarityQ a simple question: how does engagement in Mexico compare to our benchmark markets? The answer was striking — Mexican users were forming meaningfully shallower habits than users in benchmark countries, with feature adoption running at roughly 30–40% of expected levels. And critically, ClarityQ ruled out the obvious explanations: it wasn't a new-user dilution problem, and it wasn't isolated to one cohort. The pattern held across the board. That insight pointed the team somewhere they would never have thought to look. Digging in with ClarityQ, they found the root cause: the app's default language for Mexican users was Spanish (Spain) rather than Spanish (Latin America). Both languages were available on the opening screen, but the data revealed users almost never change a default once they've stepped into an app. The friction was invisible in every traditional funnel — the app loaded, sessions started, retention curves looked unremarkable — but the experience felt subtly off, and engagement quietly suffered.

    What they shipped

    Changing the default language took the engineering team almost no time at all. The hard part was finding the problem — and that's exactly what ClarityQ did.

    Impact

    Every key engagement metric for the affected segment improved after the fix — days active, sessions, time spent, and feature adoption all moved in the right direction. As Joao, a Product Manager at AppGeneration, put it: "otherwise it would have been very, very hard to detect."

    AI Transcribe · Repositioning

    The feature driving subscriptions wasn't what they thought

    AppGeneration had a clear assumption about which feature was pulling users into paid subscriptions on their AI productivity app. The product was built around it, marketed around it, and named around it. ClarityQ told a different story: a different feature entirely was the dominant driver of paid conversion.

    What they shipped

    The team is now repositioning the entire product narrative around the real conversion driver — including how the value proposition is presented in the app store, in onboarding, and in marketing.

    Impact

    A finding of this magnitude usually requires a dedicated research project. Here, it came out of one ClarityQ conversation.

    Across the Portfolio · Experimentation

    Replacing A/B tests with rapid version comparison

    For many product changes, AppGeneration no longer runs formal A/B tests. With ClarityQ, the team can ship a change to full rollout, then immediately compare before-and-after behavior across any segment, funnel, or metric they care about — in minutes.

    What they shipped

    Before: set up an A/B framework, split traffic, wait a week or more for statistical significance, then analyze across multiple platforms. Now: ship the change, ask ClarityQ what moved, get an answer in days instead of weeks.

    Impact

    The release cadence accelerates accordingly — fewer experiments blocked by infrastructure, more product decisions backed by evidence.

    The Results
    Measurable Impact

    Measurable Impact Across the Portfolio

    The insights ClarityQ surfaced didn't sit in a dashboard. They drove immediate, measurable changes across AppGeneration's apps and how the team operates day-to-day.

    Time to insight
    ↓
    Hours → Minutes
    Marketing & Product self-serve in plain language — no SQL, no dashboard hunting.
    Analysis speed
    ↓
    10× faster
    Saving hours per analysis, validated across both Marketing and Product workflows.
    Push notification open rate
    ↓
    5× higher
    Driven by ClarityQ-powered segmentation, with fewer total pushes and less user fatigue.
    Radio app engagement & retention
    ↓
    Meaningful lift
    Across retention, content exploration, and session metrics, after acting on ClarityQ insights.
    Experimentation cycle
    ↓
    Weeks → Days
    Faster release cadence, fewer experiments blocked by infrastructure.
    Tool stack
    ↓
    4 tools → 1 layer
    Firebase, GA, AdMob, and Adjust unified into one conversational interface across the portfolio.
    "We have more visibility about what's happening in the apps, and actionable insights that otherwise would have been very hard to find. Analyses that used to take half a day now take a few minutes — and we're catching things we wouldn't have known to look for."
    - Joao, Product Manager, AppGeneration

    For AppGeneration, ClarityQ has become more than a faster way to answer existing questions. It's the layer where new questions get asked, and where insights surface that the team didn't know to look for. From radio engagement to game retention to product positioning, the studio now operates with a level of data fluency that used to belong only to companies with much larger analytics teams.

    Company Profile

    CompanyAppGeneration
    IndustryMobile Apps & Games
    HeadquartersPorto, Portugal
    Founded2010
    PortfolioRadio, Games, AI Productivity
    Teams UsingMarketing, Product

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