ASO Agent — App Store & Play Research Dashboard

Problem

Manual ASO research was taking hours every day across App Store and Google Play. Trend charts, keyword gaps, competitor tracking, and review mining were spread across multiple tools, making it hard to decide what to build next with confidence.

Solution

ASO Agent is a local FastAPI dashboard at http://127.0.0.1:8000 that monitors both stores and turns trend, keyword, competitor, and review signals into product ideas and daily reports. Specialist agents handle store research, keywords, competitors, reviews, market gaps, idea briefs, and reports, while a coordinator runs the pipeline daily at 06:00 and weekly on Monday. Data is stored in SQLite and reports are written to data/reports. By default it uses Python heuristics without requiring an API key, and it can switch to CrewAI + LLM for stronger writing.

Results

• Daily ASO intelligence reports generated automatically
• App Store + Google Play signals unified in one dashboard
• Manual ASO research reduced to fast review and decisions
• Runs locally without API keys using Python heuristics
• Optional CrewAI + LLM mode for stronger briefs and reports