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Data Delivery & Custom · Intelligence

Custom Scraping Pipelines — Your target sites. Your data fields. Your delivery schedule. We build it. You use it.

Standard data products don't always cover the exact sources, fields or markets you need. TravelScrape builds custom scraping pipelines for any travel website, OTA or booking platform — extracting the specific data fields you need, normalising them to your schema and delivering on your schedule, with Tailored Web Scraping Solutions.
See Who Uses This ↓
100+
Sources tracked
Daily
Updates
API
+ Dataset
Custom Scraping Pipelines — Live Sample Live Data
Source / Property Metric 1 Metric 2 Metric 3 Platform
Source specification
Any travel website
Booking.com / Expedia / custom All fields extractable Scoping in 48hrs
Data normalisation
Your schema
Custom column names Type conversion Included
Delivery schedule
Daily / weekly
S3 / SFTP / API / Email Any timezone Configurable
Maintenance
Included
Anti-blocking handled Site change monitoring SLA covered
Scale
1 to 1,000 sources
Global coverage No volume limit Enterprise pricing
💡 Have a specific data need that standard products don't cover? Tell us the source, the fields and the frequency — we'll scope, build and maintain the pipeline. Most custom pipelines go live within 2–4 weeks.
2–4 weeks
typical pipeline build time from scoping to delivery
Any source
any publicly accessible travel website can be scraped
Maintained
pipelines monitored for site changes and anti-blocking
NDA + IP
all custom data is exclusively yours — no reselling
Country-Wise Demand

Who Uses Custom Scraping Pipelines

Revenue teams, analytics platforms and data engineers across 11 markets with Custom Data Extraction Pipelines — 2024 to 2026.

Icon All Markets
Icon India
Icon Other Markets
All 11 markets — custom scraping pipelines inquiries 2024–2026
11Active Markets
100+Sources Tracked
DailyData Updates
$600Min Deal / mo
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UAE
Hot
"Custom Scraping Pipelines 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
"Custom Scraping Pipelines 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
"Custom Scraping Pipelines 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
"Custom Scraping Pipelines 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
"Custom Scraping Pipelines 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
"Custom Scraping Pipelines 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 custom scraping pipelines. 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
"Custom Scraping Pipelines 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
"Custom Scraping Pipelines 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
"Custom Scraping Pipelines 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
"Custom Scraping Pipelines 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
"Custom Scraping Pipelines 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
"Custom Scraping Pipelines 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 custom data scraping pipeline — 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 Custom Scraping Pipelines

100+
Sources tracked for custom scraping pipelines data daily
Daily
Structured data updates — API and dataset delivery
99.9%
API uptime SLA for production data integrations
★★★★★
"TravelScrape's custom scraping pipelines 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 custom scraping pipelines. 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 custom scraping pipelines 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

Custom Scraping Pipelines — Questions

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

Any publicly accessible travel website — hotel OTAs (Booking.com, Expedia, Agoda, regional OTAs), airline booking platforms, car rental sites, tour operator sites, review platforms, hotel websites, metasearch engines (Google Hotels, Kayak, Trivago), government tourism data and more — with multi-platform Custom Web Scraping Pipelines, we scope any request in 48 hours.
Standard custom pipeline (1–3 sources, defined schema): 2–4 weeks. Complex pipeline (5+ sources, cross-source normalisation): 4–8 weeks. Enterprise pipeline (50+ sources, custom ETL): scoped individually. All pipelines include 30 days of post-launch monitoring and refinement.
Yes. Free 30-minute scoping call — we review your data requirements, confirm feasibility, recommend the best collection approach and provide a timeline and pricing estimate. No commitment required.

Get your free custom scraping pipelines sample.

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

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Proof of Work

Real clients. Real results.

See how travel businesses use TravelScrape data to win on price and grow revenue.

Hotel Chain · Revenue Management
Dynamic Flight Price Monitoring from Google Flights & Skyscanner

Track dynamic flight fares using Travel Scrapes real time scraping from Google Flights and Skyscanner. Boost OTA pricing and booking insights.

+28%
RevPAR increase
15min
Rate refresh
8 OTAs
Monitored
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Travel Startup · Meta-Search Product
Transforming Ride-Hailing Strategy with Web Scraping Bolt & Uber Price Data

Web Scraping Bolt & Uber Price Data enables real-time insights, competitive pricing, and strategic decisions across cities efficiently.

7 days
Integration time
10 OTAs
Connected
3x
Traffic growth
Get API Access →
Investment Firm · Market Research
Maximizing Metasearch Performance with OTA Hotel Rate Intelligence

OTA Hotel Rate Intelligence empowers OTAs with real-time competitor pricing, room availability, and data-driven metasearch optimization.

3
Markets found
₹40Cr
Deal closed
6 wks
Research time
Request Similar Report →
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

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data in 24 hours

Tell us which OTA, which data points and which destination — we'll send a free sample dataset within 24 hours. No credit card. No commitment.

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Response Time
Within 4 business hours
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Serving
USA · UAE · India · Europe · Global
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