ASO Agent System
24AI-powered tools that replace the manual ASO process entirely — from keyword research through publishing to measurement and learning.
Built for game studios and app publishers running 3–50+ apps across 5–20 markets.
Core Intelligence Engine
3 toolsWord Asset Manager
Every keyword is treated as a managed business asset with its own history, economics, and lifecycle. Continuously monitors 500+ keywords per market, tracking search demand, competitive difficulty, conversion potential, and revenue signal — scoring each across four dimensions simultaneously.
Semantic Node Builder
Automatically clusters keywords into semantic intent groups using machine learning (HDBSCAN + embeddings). Work with meaning clusters — "parents searching for cooking games for toddlers" as a single strategic unit. Covers 5+ locales in parallel.
4D Scoring Engine
Proprietary scoring model evaluating every keyword across Demand, Match, Capture, and Revenue dimensions. Unlike standard volume-difficulty tools, it accounts for your specific app’s audience fit, competitive position, and revenue potential.
Automation Layer
4 toolsMetadata Assembler
Generates title, subtitle, keywords field, screenshot captions, and in-app event names — optimized for combinatorial indexing mechanics of each platform. Follows strict one-field-at-a-time testing protocol.
CPP Strategy Agent
Manages up to 70 Custom Product Pages (iOS) with dedicated keyword sets per audience segment. Automatically assigns semantic clusters to pages, tracks per-CPP conversion rates, and retires underperformers.
Custom Store Listing Agent
Manages up to 50 country-specific store listings (Android). Handles the iOS vs Android split — combinatorial indexing on Apple, keyword density optimization in Google Play.
Long Description Optimizer
Maintains optimal keyword density (2–3%) across the 4,000-character Google Play description field that is fully indexed — unlike iOS, where description is not indexed.
Paid & Organic Integration
3 toolsSearch Ads Intelligence
Runs Apple Search Ads as organic rank accelerators, not standalone ads. Tests keyword conversion at paid speed, then scales winners into organic metadata. Automatically reduces bids as organic rank improves — down to zero at top-3.
Google App Campaigns Manager
Manages Universal App Campaigns with the same organic takeover logic. Tracks install velocity boost from paid traffic and monitors when organic rank stabilizes enough to reduce spend.
Blended ROI Tracker
Measures true return on every keyword investment — combining direct paid revenue with projected organic lift. Shows the real cost of acquiring a ranking position, not just click cost.
Intelligence & Learning
4 toolsMarket Regime Detector
Monitors for algorithm changes across both platforms. Detects SAP recalibrations, competitive landscape shifts, and portfolio-wide rank drops. Automatically freezes metadata changes when instability is detected.
Experiment Engine
Runs statistically valid A/B experiments with Difference-in-Differences methodology, parallel trends pre-validation, and FDR correction for multiple comparisons. Every metadata change is a controlled experiment.
Learning Loop
After each experiment cycle, updates keyword scores, adjusts data source trust weights, and refines its model. Gets measurably more accurate with every optimization cycle.
Self-Evolution Engine
Continuously ingests new ASO intelligence and proposes system updates. All changes go through human approval — four levels of review from auto-apply to CTO sign-off, with full version control and one-click rollback.
Discovery
2 toolsKeyword Discovery Agent
Combines 7+ sources: App Store Suggest (A–Z expansion), competitor metadata analysis, search ads reports, user review mining, Google Search Console queries, and Google Trends leading indicators.
Autocomplete Intelligence
Tracks App Store and Google Play autocomplete suggestions hourly. Detects emerging keywords before they appear in standard tools. Signals when a keyword enters autocomplete — a confirmed intent signal.
Beyond-Store Discovery
2 toolsWeb-to-App Channel
Connects app content to Google Search and Apple Spotlight. Each in-app content item becomes an independently indexed web page with Universal Links / Digital Asset Links. 15–30% additional installs from web traffic.
Deep Link Attribution
Tracks exact keyword-to-install paths from web search. Unlike in-store DiD experiments, web attribution provides clean causal data — no statistical uncertainty, direct measurement.
Portfolio & Campaign Layer
3 toolsPortfolio Manager
Prevents internal cannibalization when running multiple apps. Distributes keywords optimally across the portfolio to maximize total installs, not just per-app performance.
Cross-Platform Orchestrator
Manages iOS and Android as parallel streams of one campaign. Shared semantic inventory, coordinated budgets, unified health monitoring. One view across both ecosystems.
Campaign Health Dashboard
Real-time visibility across all apps, all locales, both platforms. Technical health (API quotas, processing status), business health (rank changes, conversion trends), and financial health (spend vs ROI per keyword).
Safety & Control
3 toolsCo-pilot Interface
Every automated decision that changes what users see goes through human review. Decision queue with confidence scores, impact estimates, and SLA countdown. Metadata diff viewer shows exactly what changes.
Risk Management Layer
37 identified risk scenarios with automated detection and prevention — from agent loops and LLM hallucinations to App Store policy violations and algorithm shocks. Emergency playbook for 7 critical failures.
Version Control & Rollback
Every system change is versioned like code. Full rollback to any historical state in one click. 14-day monitoring window after each change with automatic degradation alerts.
Interested in early access?
The ASO Agent System is currently in development. Leave your email to be notified when we launch.