Extract Airline Price Trend Report 2025 | India–gcc–sea Data

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Executive Summary
Airline fares across India–GCC–SEA routes are shifting rapidly in 2025, making real-time data extraction essential for accurate pricing insights. This Extract Airline Price Trend Report 2025, powered by Travel Scrape, highlights how live fare extraction from platforms like MakeMyTrip, EaseMyTrip, Indigo, Akasa, and other airline sites helps reveal clear patterns in volatility, peak-hour surges, OTA mispricing, and day-by-day price behavior.
As travel demand rises across major corridors such as Mumbai–Dubai, Delhi–Doha, Bengaluru–Singapore, and Chennai–Kuala Lumpur, extracted datasets show strong fluctuations triggered by timing, demand spikes, and revenue management rules. This report helps OTAs, travel agencies, airlines, and pricing teams make smarter decisions using extracted airline price trends, seasonality analysis, route benchmarking, and hourly volatility tracking.
Market Overview: India–GCC–SEA Air Travel Demand

India–GCC Trends
Demand remains driven by:
Work migration (UAE, Qatar, Saudi, Bahrain)
Short leisure trips
Seasonal Hajj/Umrah ...
... travel
Expo and business travel
Typical volatility on:
Mumbai → Dubai
Delhi → Abu Dhabi
Kochi → Muscat
Calicut → Doha
Average fluctuations range 22–40% within a 30-day window.
India–SEA Trends
Passenger movement peaks for:
Tourism (Singapore, Bali, Malaysia, Thailand)
Students relocating
Festival season (Diwali, Christmas, Chinese New Year)
Top volatile sectors include:
Bengaluru → Singapore (SIN)
Delhi → Bangkok (BKK)
Chennai → Kuala Lumpur (KUL)
Mumbai → Bali (DPS)
Fluctuations often reach 35–55%, especially around holidays.
Fare Volatility Patterns
Travel Scrape’s crawlers tracked hourly fare shifts across MakeMyTrip, EaseMyTrip, Akasa Air, and Indigo for 45 days.
Key Insights
Morning fares (6–10 AM) often jump by 8–12%, triggered by high search traffic.
Late-night fares (12–3 AM) drop by 5–15% on OTAs due to inventory reset.
Airline websites show slower price changes compared to OTAs.
Budget carriers (Indigo, Akasa, AirAsia) show sharper hourly spikes due to dynamic revenue management.
Long weekends cause two-stage surges: 10–12 days before, and again 48–72 hours before travel.
High-Volatility Routes (Top 6)
The highest fare volatility is seen on the Delhi $\to$ Dubai route, with a 41% average 30-day volatility.
Following closely are Bengaluru $\to$ Singapore at 38% and Kochi $\to$ Doha at 36%.
The volatility then ranges from 33% for Mumbai $\to$ Abu Dhabi and 32% for Chennai $\to$ Kuala Lumpur.
The Hyderabad $\to$ Muscat route completes the list with 29% average 30-day volatility.
Peak-Hour Pricing Analysis
Travel Scrape identified three peak windows where fares surge due to demand clustering.
Peak Window 1: 6 AM – 10 AM
High search and booking activity
Corporate travellers influence demand
Surge: +10–15%
Peak Window 2: 1 PM – 4 PM
Fare updates triggered
Airlines adjust yield
Surge: +5–8%
Peak Window 3: Fridays (All Day)
Weekend travel
Surge: +15–18%
Lowest Price Window: 12 AM – 3 AM
OTA resets
Payment discounts
Less search pressure
Drop: 5–15%
OTA Comparison (MakeMyTrip vs EaseMyTrip vs Airline Sites)
Travel Scrape benchmarked over 12,000 price points across three platforms.
MakeMyTrip
Highest convenience fee
Shows frequent flash discounts
Dynamic fare refresh every 15–30 minutes
EaseMyTrip
Lower convenience fees
Often ₹300–₹700 cheaper on domestic legs
Lowest volatility among OTAs
Akasa & Indigo Websites
Lowest base fare
But final ticket cost sometimes higher due to add-ons (baggage, meals)
Prices update only 2–4 times a day
Airline-Wise Pricing Behaviour
Indigo
Operates majority of India–GCC short-haul flights
Sharp hourly price swings
Cheapest fares appear 45–60 days before departure
Akasa Air
Fast-growing on GCC routes
Introductory fare strategy but volatile during weekends
Best deals on Tuesday–Wednesday
Air India Express
Competitive on GCC routes due to migrant demand
Heavy fluctuations during festive periods
Best prices appear at odd hours (1–4 AM)
Scoot / AirAsia / Malaysia Airlines
Strong presence on India–SEA sectors
Bundle offers keep final ticket cost competitive
High surge during Indian festivals + SEA peak tourism
Seasonality Impact
Months With High Prices
May–June (school holidays)
November–January (Christmas + New Year + Gulf returns)
Ramadan & Eid (GCC sector spikes)
Months With Low Prices
February
August–September
Post-Diwali slump (late Oct–mid Nov)
Real-Time airline scraping by Travel Scrape
Travel Scrape captures live data every few minutes from:
MakeMyTrip
EaseMyTrip
Indigo
Akasa
AirAsia
Vistara
Emirates
Qatar Airways
Scoot
Air India
Cleartrip
Skyscanner
Data points collected
Base fare
Total fare
Tax breakup
Baggage allowance
Refundability
Flight timings
Layovers
Fare families
OTA service fees
Payment gateway discounts
Surge triggers
Hourly volatility markers
Dynamic Flight Fare Monitoring
Lowest Fare: The lowest fare was recorded on Jan 6 at 01:10 AM on EMT for Indigo at ₹12,350 (a -5% change).
Highest Fare: The highest fare was recorded on Jan 5 at 09:40 AM on MMT for Indigo at ₹14,420, showing a sharp +11% surge.
Price Volatility: Prices showed significant intraday and inter-day volatility, ranging from -8% (Jan 7) to +11% (Jan 5).
Carrier Comparison: The fare for Akasa (on Jan 7) was ₹13,950 (a +7% increase) while Indigo fares fluctuated between ₹12,350 and ₹14,420.
Bengaluru - Singapore Flight Volatility
Lowest Fare: The lowest recorded price was ₹17,990 on Jan 11 at 11:30 PM booked directly on the Airline website, noted as an OTA-Mismatch.
Highest Fare: The highest price was ₹20,450 on Jan 10 at 9:20 AM via MMT (MakeMyTrip), corresponding to a Morning surge.
Price Volatility: Fares fluctuated between ₹17,990 and ₹20,450 across the two days.
Mid-Day Adjustment: An Indigo fare on Jan 11 at 3:15 PM was ₹19,600, marked as a Mid-day adjustment via MMT.
Low-Demand Window: The first check on Jan 10 at 1:40 AM (EMT) captured a low-demand price of ₹18,200.
Insights for Airlines, OTAs, and Agencies
For Airlines
Optimize revenue management based on hourly demand curves
Reduce OTA mismatch to improve customer trust
Identify fare buckets causing frequent spikes
For OTAs
Highlight low-fare windows (12–3 AM)
Use volatility alerts to trigger automated campaigns
Improve transparency in convenience fee breakdowns
For Travel Agencies
Schedule customer notifications around fare dips
Build packages using historical patterns for SEA routes
Offer corporate contracts tied to volatility trends
Why Travel Scrape Is Essential for Airline Price Intelligence
Travel Scrape provides real-time airline price monitoring with:
Minute-by-minute scraping
Multi-OTA comparisons
Airline direct website tracking
Fare volatility alerts
Peak-hour price projections
Seasonality forecasting
API-based data access
Conclusion
The India–GCC–SEA airline market is evolving at high speed. With strong demand recovery, competitive airline pricing, and OTA-driven volatility, businesses need real-time visibility into fare movements.
Travel Scrape enables:
Better decision-making
Optimized pricing strategies
Higher booking conversions
Accurate forecasting
Transparent OTA alignment
By capturing the most granular fare intelligence across every major platform, Travel Scrape empowers travel businesses to stay ahead of market fluctuations.
Ready to elevate your travel business with cutting-edge data insights? Scrape Aggregated Flight Fares to identify competitive rates and optimize your revenue strategies efficiently. Discover emerging opportunities with tools to Extract Travel Website Data, leveraging comprehensive data to forecast market shifts and enhance your service offerings. Real-Time Travel App Data Scraping Services helps stay ahead of competitors, gaining instant insights into bookings, promotions, and customer behavior across multiple platforms. Get in touch with Travel Scrape today to explore how our end-to-end data solutions can uncover new revenue streams, enhance your offerings, and strengthen your competitive edge in the travel market.

Source : https://www.travelscrape.com/extract-airline-price-trend-report.php

Originally published at https://www.travelscrape.com.

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