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Data Intelligence · Intelligence

Seasonal Trend Analysis — Taj rates peak in December–January. Hyatt peaks in October. When is your peak? When is theirs?

Seasonal pricing patterns repeat every year — but most hotels don't have the data to see them clearly. TravelScrape maps 2+ years of seasonal rate, demand and occupancy patterns for your property and every competitor so you price each month optimally — with Seasonal Demand Trend Analytics.
See Who Uses This ↓
100+
Sources tracked
Daily
Updates
API
+ Dataset
Seasonal Trend Analysis — Live Sample Live Data
Source / Property Metric 1 Metric 2 Metric 3 Platform
Jan — Taj Palace
$299 avg ADR
 Peak (+45% vs annual) 92% typical occ. 2-year pattern
Apr — Taj Palace
$171 avg ADR
 Shoulder (−18% vs annual) 71% typical occ. 2-year pattern
Jul — Taj Palace
$154 avg ADR
 Off-peak (−32% vs annual) 64% typical occ. 2-year pattern
Oct — Hyatt Regency
$222 avg ADR
 Peak (+28% vs annual) 88% typical occ. 2-year pattern
Dec — ITC Maurya
$266 avg ADR
 Peak (+38% vs annual) 94% typical occ. 2-year pattern
💡 Taj peaks Dec–Jan at +45% above annual ADR. The Leela and ITC follow similar patterns. Booking.com and MakeMyTrip availability tightens in lockstep. Hyatt peaks October. ITC peaks December. If your seasonal peak doesn't align with the market peak, you're either leaving money on the table or discounting when you don't need to.
2+ years
of seasonal trend data per property and market
12 months
forward seasonal outlook based on historical patterns
Competitor
seasonal rate strategy — see when Taj, Marriott raise and lower rates
Weekly
seasonal trend report with forward pricing recommendations
Country-Wise Demand

Who Uses Seasonal Trend Analysis

Revenue teams, analytics platforms and data engineers across 11 markets with OTA seasonal trends data scraping — 2024 to 2026.

Icon All Markets
Icon India
Icon Other Markets
USA #1 priority market — seasonal trend analysis inquiries 2024–2026
USA#1 Target Market
100+Sources Tracked
DailyData Updates
$600Min Deal / mo
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India India Market
Head of Data · Travel Analytics, Bengaluru
"Building a travel intelligence platform required structured seasonal trend analysis from 100+ sources. TravelScrape was the only provider who could cover the Indian OTAs we needed alongside global platforms."
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USA #1 Priority
VP Engineering · Travel SaaS, San Francisco
"We needed seasonal trend analysis for our recommendation engine. TravelScrape's API coverage — 500+ sources, clean JSON, 99.9% SLA — was the only option that met our production requirements."
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UAE
Hot
"Seasonal Trend Analysis tracking in UAE market — structured data delivery for revenue teams and analytics platforms. UAE-specific OTA coverage and local brand tracking included."
$2K–$7K/mo
Revenue · Analytics
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UK
Hot
"Seasonal Trend Analysis tracking in UK market — structured data delivery for revenue teams and analytics platforms. UK-specific OTA coverage and local brand tracking included."
$1.5K–$5K/mo
Revenue · SaaS
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Singapore
Growing
"Seasonal Trend Analysis tracking in Singapore market — structured data delivery for revenue teams and analytics platforms. Singapore-specific OTA coverage and local brand tracking included."
$2K–$6K/mo
Revenue · Analytics
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Australia
Active
"Seasonal Trend Analysis tracking in Australia market — structured data delivery for revenue teams and analytics platforms. Australia-specific OTA coverage and local brand tracking included."
$1.5K–$4K/mo
Revenue · SaaS
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Germany
Active
"Seasonal Trend Analysis tracking in Germany market — structured data delivery for revenue teams and analytics platforms. Germany-specific OTA coverage and local brand tracking included."
$1.5K–$5K/mo
Revenue · Analytics
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Japan
Growing
"Seasonal Trend Analysis tracking in Japan market — structured data delivery for revenue teams and analytics platforms. Japan-specific OTA coverage and local brand tracking included."
$1.5K–$4K/mo
Revenue · SaaS
India#1 Market
40+Active Clients
$2.4KAvg Deal
+38%YoY Growth
India is TravelScrape's largest market for seasonal trend analysis. Clients include 5-star hotel groups (Taj, Marriott, ITC portfolio hotels), hotel analytics SaaS platforms (Bengaluru and Mumbai-based), OTA platforms building competitive intelligence products, and enterprise travel companies building proprietary data assets. Key verticals: hotel groups, travel tech SaaS, OTA platforms, airlines and PE funds with hospitality exposure.
5-StarHotel Groups
SaaSTravel Tech
OTAPlatforms
PE FundsHospitality
10Other Markets
UAE#2 Market
USA#1 by ACV
$600+Min / mo
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UAE
Hot
"Seasonal Trend Analysis tracking in UAE market — structured data delivery for revenue teams and analytics platforms. UAE-specific OTA coverage and local brand tracking included."
$2K–$7K/mo
Revenue · Analytics
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UK
Hot
"Seasonal Trend Analysis tracking in UK market — structured data delivery for revenue teams and analytics platforms. UK-specific OTA coverage and local brand tracking included."
$1.5K–$5K/mo
Revenue · SaaS
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Singapore
Growing
"Seasonal Trend Analysis tracking in Singapore market — structured data delivery for revenue teams and analytics platforms. Singapore-specific OTA coverage and local brand tracking included."
$2K–$6K/mo
Revenue · Analytics
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Australia
Active
"Seasonal Trend Analysis tracking in Australia market — structured data delivery for revenue teams and analytics platforms. Australia-specific OTA coverage and local brand tracking included."
$1.5K–$4K/mo
Revenue · SaaS
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Germany
Active
"Seasonal Trend Analysis tracking in Germany market — structured data delivery for revenue teams and analytics platforms. Germany-specific OTA coverage and local brand tracking included."
$1.5K–$5K/mo
Revenue · Analytics
Icon
Japan
Growing
"Seasonal Trend Analysis tracking in Japan market — structured data delivery for revenue teams and analytics platforms. Japan-specific OTA coverage and local brand tracking included."
$1.5K–$4K/mo
Revenue · SaaS

Country Priority Chart

Based on real inquiry volume, average deal size and competition level with travel seasonal price data extraction, tourism demand forecasting and Tailored Travel Data Extraction — 2024 to 2026.

Country Demand Budget Competition Priority
IconUSA
⭐⭐⭐⭐⭐
💰💰💰💰💰
 High #1
IconUAE
⭐⭐⭐⭐⭐
💰💰💰💰💰
 Low #2
IconUK
⭐⭐⭐⭐
💰💰💰💰
 Medium #3
IconAustralia
⭐⭐⭐⭐
💰💰💰💰
 Low #4
IconGermany
⭐⭐⭐
💰💰💰💰
 Low #5
IconSingapore
⭐⭐⭐
💰💰💰
 Low #6
IconIndia
⭐⭐⭐
💰💰
 Very High #7
Results

What clients do with Seasonal Trend Analysis

100+
Sources tracked for seasonal trend analysis data daily
Daily
Structured data updates — API and dataset delivery
99.9%
API uptime SLA for production data integrations
★★★★★
"TravelScrape's seasonal trend analysis data covered Taj Palace and JW Marriott across all major OTAs — exactly what we needed. The structured JSON format integrated into our pipeline in 2 days. Coverage, reliability and support are all excellent."
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Aditya K.
Revenue Manager · 5-Star Hotel Group, Delhi
★★★★★
"We evaluated 4 travel data providers for seasonal trend analysis. TravelScrape was the only one with Indian OTA coverage, clean structured output and a response time under 200ms. Our team was using the API in production within a week."
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Priya V.
CPO · Travel Analytics SaaS, Bengaluru (320 clients)
★★★★★
"The seasonal trend analysis dataset from TravelScrape is now a core input in our demand forecasting model. Historical depth, daily updates and consistent schema across sources — we haven't had to clean or reformat a single file in 6 months of production use."
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Shreya N.
Head of Data · Travel Intelligence Platform, Mumbai

Seasonal Trend Analysis — Questions

From data teams, analytics platforms and revenue managers evaluating this data product.

Seasonal analysis covers: monthly ADR patterns over 2+ years per property and market; occupancy trend by month; advance booking pace by season; competitor seasonal pricing strategy (when they raise/lower rates and by how much); demand driver calendar (events, holidays, school holidays); and forward seasonal outlook with pricing recommendations — with multi-platform seasonal data aggregation.
Up to 3 years of historical seasonal data per market. This covers 3 full annual cycles — sufficient to distinguish true seasonal patterns from anomaly years (COVID impact years can be optionally excluded from pattern calculations).
Yes. Free seasonal analysis for your market — your property vs top 5 competitors showing monthly rate patterns, peak/shoulder/off-peak classification and 12-month forward seasonal outlook. No contract required.
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