Introducing AllInsights.ai: Intelligence for the Digital Economy
Why we built a cross-signal intelligence engine, what problems it solves, and our vision for scaling beyond games.
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Cross-Signal Intelligence Engine
The Intelligence Layer
the Game Industry Needed
Most intelligence tools were built to answer one question: what happened? We built something that answers a different one. App store signals, ad network pressure, streaming breakouts, review sentiment — one model reads them all simultaneously. And instead of explaining the past, it maps where the market is going.
2M+
Titles Tracked
140
Countries
300+
AI Metrics
24h
Data Refresh
58
API Endpoints
2×3
Double Trinity
Google Play
App Store
Steam / PC
Console
Twitch & YouTube
The Double Trinity
Single-source data tells you
what happened.
Cross-signal intelligence
tells you why — and what
happens next.
A download spike is just a number until you can see the ad campaign that caused it, the keyword rank change that amplified it, the streaming surge that preceded it, and the review sentiment shift that followed. That's what cross-signal correlation delivers.
App Store
Ad Networks
Steam / PC
Streaming
APK Analysis
NLP Sentiment
Signal sources feeding the engine
App Store & Play Store
250K+ games
Ad Networks (Meta · TikTok · Google)
10+ networks
Steam Web API
300K titles
Twitch & YouTube Gaming
Real-time
APK Binary Analysis
Every app
AI Engine
300+
Predictions
2M+
Titles
140
Countries
The Double Trinity Architecture
I — How a Game Travels
App Stores · Ad Networks · Steam & PC
01
App Store Data
Downloads, revenue, rankings, metadata, reviews from Google Play & Apple App Store
250K+ Games · 1.5M Apps
02
Ad Network Data
Creative tracking, spend estimates, and campaign strategies across Meta, TikTok, Google, Unity & AppLovin
10+ Ad Networks
03
Steam & PC Data
Player counts, price history, achievements, community activity from Steam Web API
300K+ Titles
II — Why It Sticks
Streaming · Behavioral · Sentiment
04
Streaming Data
Twitch viewership, YouTube gaming metrics, and streamer activity correlation with download velocity
Real-time Correlation
05
APK Analysis
SDK detection, technology stack identification, and game engine fingerprinting from binary analysis
Every App Analyzed
06
NLP & Sentiment
AI-powered review analysis across 30+ languages, feature extraction, and sentiment trending
30+ LanguagesWe ingest, normalize, cross-reference — then layer AI predictions on top.
From app store APIs, ad network libraries, Steam Web API, streaming platforms, APK analysis, and user review feeds — producing intelligence that's greater than the sum of its parts.
6Signal Sources
2M+Titles Tracked
140Countries
24hRefresh Cycle
· Under the Hood
The Intelligence Engine
This isn't a dashboard on top of a database. It's a purpose-built intelligence engine — the Double Trinity architecture: six processing layers across two signal triads, turning raw market data into forward-looking intelligence you can act on.
01
Cross-Signal Correlation
We don't just aggregate data — we correlate signals across sources. A download spike means more when you can see the ad campaign that caused it, the keyword rank change that amplified it, and the streaming surge that preceded it.
Ad Spend
Rankings
Streams
02
Geo-Adjusted Normalization
Raw numbers from different markets aren't comparable without normalization. Our models adjust for market size, purchasing power, platform distribution, and seasonal patterns across 140 countries — so every comparison is honest.
140
Countries
PPP Adjusted
Seasonal
Platform Mix
03
Temporal Pattern Modeling
We model time-series behavior for every tracked title: weekly seasonality, update impact windows, competitor launch effects, and long-term lifecycle curves. This is what makes our anomaly detection and forecasting accurate.
Seasonality
Lifecycle
04
Ensemble Prediction Architecture
Our prediction engine isn't a single model. It's an ensemble of gradient-boosted trees for tabular features, transformer models for sequential patterns, and collaborative filtering for similarity-based inference — retrained weekly.
300+
ML Metrics
GBT
Transformer
ColFilt
05
Signal Confidence Weighting
Not all data is equally reliable. Our models assign confidence weights to each signal source based on freshness, coverage, and historical accuracy. Every output includes uncertainty ranges — no false precision.
Freshness
Coverage
Accuracy
Uncertainty
06
Continuous Backtesting
Every prediction model is continuously backtested against holdout data and publisher-reported actuals. We publish accuracy metrics transparently: median retention prediction error below 15% at D30 horizon.
<15%
D30 Error
Weekly Retrain
Holdout Test
Retention Prediction
<15%
Median error at D30 horizon
Model Refresh
Weekly
Retrained on latest actuals
Revenue Forecast
±18%
Median error at 90-day horizon
CPI Benchmark
92%
Within 20% of reported actuals
12 Intelligence Modules
Every signal. One platform.
Core
App & Game Intelligence
Downloads, revenue, rankings, and engagement across 250K+ mobile games and 1.5M apps in 140 countries. Daily refresh. Multi-store coverage.
Learn More
Ad Intel
Advertising Intelligence
Track ad creatives, spend estimates, and campaign strategies across Meta, TikTok, Google, and 10+ ad networks. See who spends what, where.
Learn More
AI
Taxonomy & Classification (Game IQ)
AI-powered classification: 120+ sub-genre tags, art style detection, monetization model mapping, and mechanic identification across every tracked title.
Learn More
Predictions
AI Predictions & Forecasting
300+ ML-generated metrics per title. Retention curves, LTV projections, CPI benchmarks, revenue forecasts — with confidence intervals and backtesting.
Learn More
ASO
Search & ASO Intelligence
Keyword rankings, search volume, difficulty scores, and competitor keyword strategies across Google Play and Apple App Store in 140 countries.
Learn More
NLP
Review Sentiment & NLP
AI-powered sentiment analysis across millions of user reviews. Feature-level extraction, trend detection, and cross-competitor sentiment comparison.
Learn More
PC
PC & Steam Analytics
Hourly player counts, price history, wishlist dynamics, achievement completion, and NLP review sentiment for 300K+ Steam titles.
Learn More
Console
Console Intelligence
PlayStation, Xbox, and Nintendo Switch market data. Estimated units sold, cross-platform performance, and launch tracking for 200K+ titles.
Learn More
SDK
SDK & Technology Detection
Detect game engines, ad networks, analytics SDKs, and third-party tools across every tracked app. Competitive tech stack benchmarking.
Learn More
Alerts
Anomaly Detection & Alerts
Real-time monitoring for download spikes, rating drops, revenue shifts, and competitive moves. ML-powered — no threshold guessing.
Learn More
Geo
Geographic Intelligence
Country-level opportunity scoring, cross-market propagation tracking, and regional competitive landscapes across 140 markets.
Learn More
AI
AI Copilot
Ask any question about the digital market in plain language. Get instant answers with auto-generated charts, tables, and exportable data.
Learn More⬡ HOW WE COMPARE
Built to replace a stack of tools
Most intelligence platforms cover one vertical well. AllInsights.ai correlates signals across all of them.
| Signal Coverage |
AllInsights.ai
Cross-signal · Full coverage
|
Mobile Analytics
Single vertical
|
PC & Steam Tool
PC only, no mobile
|
Ad Intelligence
Ads only
|
Market Data
No predictive layer
|
|---|---|---|---|---|---|
Mobile RankingsApp Store & Play Store · 140 countries | |||||
PC & Steam DataPlayer counts, price history, reviews | |||||
Console IntelligencePlayStation, Xbox, Nintendo | |||||
Ad IntelligenceMeta, TikTok, Google creatives | |||||
AI Predictions300+ metrics: LTV, CPI, retention | |||||
ASO KeywordsKeyword ranking & opportunity scoring | |||||
Review SentimentNLP across 250K+ games | |||||
Streaming ImpactTwitch & YouTube correlation | |||||
Geo Intelligence140-country market maps | |||||
AI CopilotNatural language queries over all data | |||||
| Signals covered | 10/10 |
3/10 |
2/10 |
1/10 |
3/10 |
Stop paying for 4–5 separate tools. AllInsights.ai covers mobile, PC, console, ads, ASO, sentiment, SDK, streaming and AI predictions — one platform, one API, one subscription.
Start Free →
Platform Roadmap
Starting with games. Scaling to the digital economy.
Live Now
Phase 1
Games & Apps
Available today
- Mobile Games & Apps (250K+ games, 1.5M apps)
- PC & Steam Analytics (300K+ titles)
- Console Intelligence (200K+ titles)
- Ad Intelligence (Meta, TikTok, Google)
- ASO & Keyword Intelligence
- AI Predictions (300+ metrics)
- Review Sentiment & NLP
- SDK Detection
- AI Copilot
Phase 2
Social & Advertising
2026
- Social Media Analytics
- Advertising & Marketing Intelligence
- Influencer & Creator Economy Data
- Cross-platform Attribution
Phase 3
Full Digital Economy
2027
- Books & Publishing Intelligence
- Podcasts & Audio Analytics
- Streaming & Video Intelligence
- Full Digital Economy Coverage
Accuracy & Transparency
Predictions are only useful if you can trust them
Every number we surface comes with a method, a margin, and a confidence interval. We treat prediction accuracy as a product feature — not an afterthought.
<15%
D30 Retention Prediction Error
Backtested against holdout data across all genres
<20%
90-Day Revenue Forecast Error
Validated against publisher-reported actuals
Weekly
Model Retraining Cadence
Fresh models trained on the latest global signal data
100%
Confidence Intervals Included
Every output ships with uncertainty ranges
Prediction Depth
300+ AI-Generated Metrics Per Game
Our ensemble models generate over 300 metrics for every tracked title — from D1/D7/D30 retention curves and CPI estimates to LTV projections, revenue ceilings, and churn inflection points. Each metric is individually scored for confidence.
Backtesting & Validation
Continuously Validated Against Real Outcomes
We don't just predict and walk away. Every model is continuously backtested against holdout datasets and publisher-reported actuals. Rolling accuracy reports are published internally and any model drift triggers automatic retraining.
Ensemble Architecture
Multi-Model Consensus, Not Single-Point Guesses
Each prediction is generated by an ensemble of models — gradient-boosted trees, temporal transformers, and Bayesian probabilistic layers. The final output is a consensus with a calibrated confidence score, not a fragile single-model estimate.
Market Coverage
Predictions Across 17 Genres × 140 Countries
Genre-specific models trained on Puzzle, Strategy, RPG, Casino, Hyper-Casual and 12 more verticals. Each genre model accounts for unique lifecycle patterns, monetization curves, and regional behavioral differences across 140 country markets.
Our Methodology Is the Product
We don't hide behind black boxes. Every prediction includes the model version, confidence interval, feature importance ranking, and backtesting accuracy over the last 90 days. If a prediction is low-confidence, we tell you — because a transparent wrong answer is infinitely more useful than a confident hallucination.
300+
Metrics/Game
250K
Games Scored
6
Signal Sources
★ Ready to see what cross-signal intelligence looks like?
Start exploring for free.
Or request a demo.
Start exploring for free. Or request a demo to see how AllInsights.ai fits your workflow.
250K+
Mobile Games
140
Countries
300+
AI Metrics
Free
To Start
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