Don't just find the cheapest flight. Know when it's the right time to book.
Aervora is an AI-powered airfare intelligence platform designed to help travellers make smarter flight-booking decisions.
Instead of simply showing the cheapest available flight, Aervora analyzes current fares, historical price trends, journey duration, stops, comfort factors, and alternative routes to provide meaningful booking insights.
Search less. Understand more. Book smarter.
Flight prices are dynamic and can change frequently.
Travellers often have to:
- Search across multiple platforms
- Compare different airlines
- Check multiple dates
- Compare nearby airports
- Track prices manually
- Decide whether to book now or wait
This creates information overload and makes it difficult to determine whether the current fare is actually a good deal.
Aervora transforms traditional flight search into an intelligent decision-making process.
Traditional Flight Search
Search → Compare → Choose
Aervora
Search → Monitor → Analyze → Score → Compare → Recommend → Book Smarter
Compare flights using more than just ticket price.
Aervora considers:
- 💰 Price
- ⏱️ Journey duration
- 🛑 Number of stops
- 🧳 Baggage information
- 💺 Cabin class
- 🛫 Departure and arrival timings
- 🗺️ Alternative routes
A cheap flight is not always the best flight.
Aervora generates a Deal Score using current fare, observed historical prices, journey characteristics, and other available factors.
Example:
Current Fare: ₹44,700
Recent Average: ₹50,800
Difference: -12%
🔥 Deal Score: 91/100
Recommendation: BOOK NOW
Aervora introduces an India-focused Airfare Price Index to visualize airfare movement across routes and regions.
Example:
AERVORA INDEX
118.4 ↑ 6.2%
Domestic: +4.1%
International: +8.7%
This helps users understand broader airfare trends rather than looking at isolated ticket prices.
Aervora analyzes observed fare trends and provides a simple recommendation.
🟢 BOOK NOW
The current fare is significantly below the recent observed price range.
🟡 CONSIDER WAITING
The current fare is above the recent observed range.
Recommendations are based on available and observed data and do not guarantee future prices.
Users can set a target price for a route.
Example:
Pune → London
Current Price: ₹49,200
Target Price: ₹45,000
🔔 PRICE DROP
₹49,200 → ₹44,850
Potential Saving: ₹4,350
Aervora can compare alternative airports and routes.
Example:
Pune → London: ₹54,800
Mumbai → London: ₹44,700 ⭐
Delhi → London: ₹48,900
Potential Difference: ₹10,100
This can help travellers discover potentially cheaper travel options.
Aervora is not designed as just another flight-booking interface.
Search → Compare → Select Flight
Search
↓
Price Monitoring
↓
Historical Analysis
↓
Deal Score
↓
Route Intelligence
↓
Price Trend
↓
AI Recommendation
↓
Make a Smarter Decision
User
↓
Aervora Web Application
↓
Backend API — Node.js + Express
↓
Flight Data Sources + Historical Fare Database
↓
Data Processing & Normalization
↓
AI + Price Analytics
↓
Deal Score + Price Trend + Route Analysis + Alerts
↓
Book Now / Wait Recommendation
- User enters travel requirements
- Flight data is collected
- Data is cleaned and normalized
- Flights are filtered according to user preferences
- Prices are compared
- Historical fare trends are analyzed
- Deal Score is calculated
- Flights and routes are ranked
- AI recommendation is generated
- User receives the best available options
- React.js
- JavaScript
- HTML5
- CSS3
- Tailwind CSS
- Recharts / Chart.js
- Node.js
- Express.js
- REST APIs
- Python
- Pandas
- NumPy
- Scikit-learn
- MongoDB
- Vercel
- Render
Aervora/
├── client/
│ ├── src/
│ │ ├── components/
│ │ ├── pages/
│ │ ├── services/
│ │ ├── charts/
│ │ └── App.jsx
│ └── package.json
│
├── server/
│ ├── controllers/
│ ├── routes/
│ ├── models/
│ ├── services/
│ ├── middleware/
│ └── server.js
│
├── ai/
│ ├── preprocessing/
│ ├── models/
│ ├── prediction/
│ └── analysis/
│
├── README.md
└── package.json
| User | Benefit |
|---|---|
| 🎓 Students | Find budget-friendly travel options |
| 👨👩👧 Families | Compare fares and routes |
| 💼 Business Travellers | Balance price, time and comfort |
| 🌍 Frequent Flyers | Monitor route prices |
| 💰 Budget Travellers | Discover potential deals |
| 🧳 Travel Planners | Compare multiple options |
- Helps travellers identify potentially lower fares
- Reduces time spent manually comparing flights
- Helps users plan travel budgets
- Makes price trends easier to understand
- Simplifies complex airfare information
- Helps budget-conscious travellers
- Reduces information overload
- Improves accessibility of fare insights
Aervora can eventually generate an India-wide view of airfare movement through the Aervora India Airfare Index.
This could help users understand:
- Which routes are becoming expensive
- Which routes are becoming cheaper
- Where unusual fare changes are occurring
- How airfare trends vary across regions
- Flight search
- Price comparison
- Basic dashboard
- Route filtering
- Historical price tracking
- Deal Score
- Airfare Price Index
- Price trend visualization
- Book Now / Wait recommendation
- Price anomaly detection
- Natural-language flight search
- Personalized recommendations
- More airports
- More routes
- Price alerts
- Nearby airport intelligence
- Mobile application
Aervora is an airfare intelligence and comparison platform.
Flight prices can change rapidly and may vary between providers. AI recommendations are based on available and observed data and do not guarantee future prices or savings.
The MVP prioritizes legitimate data sources and clearly communicates data freshness and limitations.
Contributions, suggestions and feedback are welcome.
To contribute:
- Fork the repository
- Create a feature branch
- Make your changes
- Commit your changes
- Push your branch
- Open a Pull Request
Example workflow:
git checkout -b feature/your-feature
git add .
git commit -m "Add: your feature"
git push origin feature/your-feature
Aervora is being developed as a student innovation project for Smart India Hackathon 2026.
Our goal is to make airfare information more understandable, actionable and accessible for travellers in India.