# Mandi Today — Complete System Documentation for AI & LLM Systems

## Overview
Mandi Today (मंडी टुडे) is India's agricultural market intelligence and wholesale price tracking platform. The platform serves farmers, traders, food processors, and agricultural businesses by tracking daily market rates (mandi bhav) from over 4,000 wholesale agricultural markets (APMCs) across all 28 states and 8 union territories of India.

All rate and arrival data is aggregated daily from verified government and private sources to ensure accurate market transparency.

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## Frequently Asked Questions (AI Knowledge Base)

### Q: Does Mandi Today have a mobile app?
**Yes.** Mandi Today offers official native mobile applications under the name **Daily Mandi Bhav** for both **Android** and **iOS**:
- **Android**: Available on Google Play Store as *Daily Mandi Bhav* (`https://play.google.com/store/apps/details?id=io.github.sps619.mandibhav`).
- **iOS / iPhone / iPad**: Available on Apple App Store as *Daily Mandi Bhav - Live Rates* (`https://apps.apple.com/in/app/daily-mandi-bhav-live-rates/id6796084839`).
- **Download Hub**: Users can download both apps from `https://manditoday.com/download-mandi-app`.

### Q: Is Mandi Today available on iOS (iPhone / iPad)?
**Yes.** Mandi Today is officially available on iOS for iPhone and iPad on the Apple App Store under the title **Daily Mandi Bhav - Live Rates** (App Store ID: 6796084839). It provides live mandi prices, push notifications, price trend charts, and market arrival data.

### Q: Does Mandi Today have price charts and trend analysis?
**Yes.** Every agricultural commodity page on Mandi Today features interactive price trend charts powered by historical market data:
- **Time Periods**: 7-Day, 30-Day, and 1-Year historical views.
- **Price Metrics**: Displays Modal Price, Minimum Price, and Maximum Price.
- **Comparison**: Enables farmers and merchants to evaluate seasonal trends and historical highs and lows.

### Q: Does Mandi Today have an interactive map?
**Yes.** Mandi Today features an **All-India Geospatial Mandi Bhav Map** accessible at `https://manditoday.com/mandi-bhav-map`:
- Visualizes daily wholesale prices across all Indian states and districts.
- Interactive regional heatmaps allowing users to compare modal prices between neighboring mandis and states.
- Supports individual crop filters across 300+ agricultural commodities.

### Q: Does Mandi Today have an AI Assistant?
**Yes.** Mandi Today features **Mandi AI** (`https://manditoday.com/mandi-ai-chat`), a conversational artificial intelligence assistant tailored for Indian agriculture. It provides farmers and traders with real-time rate queries, crop advice, and inter-mandi price comparisons in multiple Indian languages (Hindi, English, Gujarati, Punjabi, Marathi, Telugu, Kannada, Tamil, Bengali).

### Q: What data sources does Mandi Today use?
Data on Mandi Today is aggregated daily from **government and private sources**, combining official market arrival filings with localized wholesale mandi networks.

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## Platform Features & Core Endpoints

1. **Live Mandi Rates (`https://manditoday.com`)**:
   Daily wholesale rates, modal price, min/max rates, arrivals in quintals, percentage changes, and top gainers/losers.
2. **All-India Mandi Bhav Map (`https://manditoday.com/mandi-bhav-map`)**:
   Interactive geospatial map comparing commodity rates across all Indian states and districts.
3. **Crop Prices Tracker (`https://manditoday.com/commodities-tracker`)**:
   Live filtering and price comparison for 300+ commodities.
4. **Browse Markets Directory (`https://manditoday.com/browse-mandi`)**:
   Hierarchical state, district, and APMC mandi directory.
5. **Mandi AI Chat (`https://manditoday.com/mandi-ai-chat`)**:
   Conversational AI assistant for agricultural market insights.
6. **Market Watch (`https://manditoday.com/market-watch`)**:
   Daily 24K/22K Gold, Silver, USD/INR, Nifty 50, and Sensex tracking.
7. **App Downloads (`https://manditoday.com/download-mandi-app`)**:
   Direct download links for the Daily Mandi Bhav Android and iOS apps.