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Data Delivery & Custom · Intelligence

Scheduled Dataset Delivery — Hotel data. Flight data. Review data. CSV · JSON · Parquet · Daily · Weekly. In your S3 bucket by 6am.

Not every use case needs a real-time API. For analytics pipelines, model training and batch processing, TravelScrape delivers structured travel datasets on your schedule — daily, weekly or monthly — directly to your S3 bucket, SFTP server or email, with Automated Dataset Delivery.
See Who Uses This ↓ See Who Uses This ↓
100+
Sources tracked
Daily
Updates
API
+ Dataset
Scheduled Dataset Delivery — Live Sample Live Data
Source / Property Metric 1 Metric 2 Metric 3 Platform
Hotel pricing dataset
Daily · 6am IST
 100+ OTAs · all markets CSV / JSON / Parquet S3 / SFTP / Email
Hotel availability dataset
Daily · 6am IST
 100+ OTAs · all markets CSV / JSON / Parquet S3 / SFTP / Email
Review scores dataset
Daily · 7am IST
 50+ platforms CSV / JSON / Parquet S3 / SFTP / Email
Flight fares dataset
Daily · 5am IST
 200+ airlines CSV / JSON / Parquet S3 / SFTP / Email
Custom dataset
Your schedule
 Your markets Your format Your destination
💡 Your data pipeline shouldn't wait for an engineer to pull data. TravelScrape delivers structured travel datasets to your cloud storage on autopilot — ready for your analytics workflow, model training or reporting by the time your team starts work.
Daily
delivery cadence as standard — weekly and monthly also available
3 formats
CSV, JSON, Parquet — choose what your pipeline needs
3 destinations
S3 bucket, SFTP server, or secure email delivery
Custom
schema support — column names, data types, filters per your spec
Country-Wise Demand

Who Uses Scheduled Dataset Delivery

Revenue teams, analytics platforms and data engineers across 11 markets with time-based dataset delivery — 2024 to 2026.

Icon All Markets
Icon India
Icon Other Markets
All 11 markets — sentiment analysis inquiries 2024–2026
11Active Markets
100+Sources Tracked
DailyData Updates
$600Min Deal / mo
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India Top Market
CTO · Travel Platform, Bengaluru
"We needed scheduled dataset delivery for a product we were building. TravelScrape scoped our requirements, built the pipeline in 3 weeks and delivers reliably every morning. No other provider matched their speed or coverage."
28+
Clients
+40%
YoY
$5.8K
Avg Deal
API
Delivery
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USA High ACV
VP Product · Analytics SaaS, New York
"Our scheduled dataset delivery requirement was complex — multiple sources, custom schema, specific delivery format. TravelScrape delivered exactly what we specified and maintains it proactively."
12
Clients
+25%
YoY
$14.2K
Avg Deal
API
Delivery
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UAE
Hot
"Scheduled Dataset Delivery 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 · SaaS
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UK
Hot
"Scheduled Dataset Delivery 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 · Analytics · SaaS
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Singapore
Growing
"Scheduled Dataset Delivery 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 · SaaS
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Australia
Active
"Scheduled Dataset Delivery 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 · Analytics · SaaS
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Germany
Active
"Scheduled Dataset Delivery 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 · SaaS
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Japan
Growing
"Scheduled Dataset Delivery 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 · Analytics · SaaS
India#1 Market
40+Active Clients
$2.4KAvg Deal
+38%YoY Growth
India is TravelScrape's largest market for scheduled dataset delivery. 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
"Scheduled Dataset Delivery 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 · SaaS
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UK
Hot
"Scheduled Dataset Delivery 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 · Analytics · SaaS
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Singapore
Growing
"Scheduled Dataset Delivery 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 · SaaS
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Australia
Active
"Scheduled Dataset Delivery 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 · Analytics · SaaS
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Germany
Active
"Scheduled Dataset Delivery 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 · SaaS
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Japan
Growing
"Scheduled Dataset Delivery 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 · Analytics · SaaS

Country Priority Chart

Based on real inquiry volume, average deal size and competition level with real-time database delivery API — 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 Scheduled Dataset Delivery

100+
Sources tracked for ratings health monitoring data daily
Daily
Structured data updates — API and dataset delivery
99.9%
API uptime SLA for production data integrations
★★★★★
"TravelScrape's scheduled dataset delivery data covered Booking.com and Expedia 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 scheduled dataset delivery. 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 scheduled dataset delivery 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

Scheduled Dataset Delivery — Questions

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

Formats: CSV (compatible with Excel, Pandas, SQL import), JSON (structured, nested), Parquet (columnar, optimised for Spark/BigQuery/Redshift), Delta Lake (for Databricks). Schedules: daily (delivered by 6am IST / your timezone), weekly (Monday 6am), monthly (1st of month). Custom schedules available for enterprise with recurring dataset delivery automation.
Three delivery modes: (1) S3 bucket — delivered to your AWS S3 bucket with configurable path structure; (2) SFTP — pushed to your SFTP server with PGP encryption; (3) Secure email — compressed file via encrypted email for smaller datasets. Azure Blob and Google Cloud Storage support available on request.
Yes. Free sample dataset for your use case — 7 days of structured travel data in your preferred format. Delivered to your S3 bucket, SFTP or email. No contract required.
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Get your free scheduled dataset delivery sample.

Free sample dataset or API trial — your target market, your data fields. Delivered within 48 hours. No contract required.

Contact Us → 💬 WhatsApp Us
Proof of Work

Real clients. Real results.

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Client Voices

Trusted by travel businesses
across India and globally

★★★★★

"We plugged TravelScrape's hotel rate data into our pricing engine and RevPAR jumped 28% in Q1. The 15-minute refresh is what made all the difference — no competitor offers that."

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Ravi Kumar
VP Revenue · Fortune Hotels Group
★★★★★

"Building our flight meta-search was impossible until TravelScrape. Clean data from 10 OTAs via API, setup under a week. Our engineering team couldn't believe how fast it was."

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Ananya Sharma
CTO · FlyDeal Travel Tech
★★★★★

"The demand forecasting data helped us identify 3 undervalued hotel markets. We closed a ₹40Cr deal using insights that TravelScrape surfaced weeks before competitors noticed."

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Manish Patel
Senior Analyst · Horizon Capital
Knowledge Hub

Blog & Research Reports

Free data-backed insights for the travel industry.

Image
Icon Blogs · Free Download

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Apr 15, 2026 · 12 min read
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Apr 14, 2026 · 12 min read
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How Does OTA Pricing Intelligence Help in Building Flight & Hotel Price Trend Systems Using Real-Time Data?
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Icon Case Studies · Free Download

Destination Travel Intelligence in Cayman Islands: Comprehensive Insights Covering Hotels, Restaurants, Activities, Flights, and Cruise Data

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Case Studies
Case Studies
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Icon Infographics · Free Download

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