AI Intelligence Hub
Powered by real market data · Sonamasuri.com
Module Overview
Six AI-powered tools — click any to get started
Smart Pricing Engine
Get market-calibrated price recommendations from live listing data
Price Recommendation Tool
Select your rice attributes and get an instant price analysis from 146 active listings
Market Trend Analysis
Live price distribution and volatility across all rice kinds
Demand Forecasting
Supply vs. demand signals from cart and inquiry data
Price Prediction Engine
Statistical price forecast with seasonal adjustment factors
Select a Rice Kind to Forecast
Predictions based on current price distribution + India harvest calendar
Fraud Detection
Rule-based risk scoring across recent listings
Market Alerts Feed
Price spikes, drops, volatility warnings and demand signals
Alert Summary
Active alerts from the last 30 days
Data & Setup
Database initialisation, snapshot history, and cron configuration
🗄️ Database Tables
5 AI tables required — run setup if this is your first time
📸 Price Snapshot History
Each snapshot captures avg/min/max/p25/p75 prices per rice kind
⏰ Cron Configuration
Automate daily snapshots
Add this line to your server's crontab to run snapshots automatically at 1:00 AM daily:
0 1 * * * php /home/sonamasuri/public_html/ai/snapshot_cron.php >> /tmp/sonamasuri_ai_cron.log 2>&1
Or trigger manually via HTTP (requires session login or cron secret key):
http://sonamasuri.com/ai/snapshot_cron.php?key=sm_cron_2026
sm_cron_2026 to a private secret in ai/snapshot_cron.php → CRON_SECRET before going live.