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Review & Sentiment · Intelligence

Review Volume Tracking — ITC Maurya gets 28 reviews a week. You get 4. Volume drives score drives ranking.

Review volume is a ranking factor — and a competitive moat with review volume data scraping, when ITC accumulates 28 reviews a week vs your 4, their score stabilises while yours is vulnerable to single negative reviews, and TravelScrape tracks review velocity per property per platform daily.
See Who Uses This ↓
100+
Sources tracked
Daily
Updates
API
+ Dataset
Brand Reputation Tracking — Live Sample Live Data
Source / Property Metric 1 Metric 2 Metric 3 Platform
Taj Palace Delhi
28 reviews/week
 1,240 total Score: 9.1 — stable Booking.com
ITC Maurya
22 reviews/week
 1,100 total Score: 8.9 — stable Booking.com
JW Marriott
18 reviews/week
 920 total Score: 8.7 — stable Booking.com
Your HotelYOU
4 reviews/week
 680 total Score: 8.2 — volatile Booking.com
Hyatt Regency
14 reviews/week
 840 total Score: 8.5 — stable Booking.com
⚠️ At 4 reviews/week, a single bad review moves your score by 0.04 points. At Taj's 28 reviews/week, the same bad review moves their score by 0.006 points. Your score is 7× more volatile than Taj's. Review volume acquisition is your most urgent competitive gap.
50+
platforms tracked for review volume daily
28
reviews per week — Taj Palace's Booking.com velocity (your goal)
7x
more score volatility at 4 vs 28 reviews per week
Daily
velocity alerts — know when competitors spike in review acquisition
Country-Wise Demand

Who Uses Review Volume Tracking

Revenue teams, analytics platforms and data engineers across 11 markets with Customer Review Volume Monitoring — 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
Icon
India Top Market
Revenue Manager · 5-Star Hotel, Delhi
"We needed to track review volume tracking for Taj Palace, ITC Maurya and Marriott simultaneously. Competitor review movements were affecting our own booking decisions. TravelScrape gives us a daily view of every competitor's review position across all OTAs."
40+
Clients
+38%
YoY
$2.4K
Avg Deal
API
Delivery
Icon
USA High ACV
VP Revenue · Hotel Group, New York
"Added TravelScrape's review volume tracking to our analytics platform. Hotel clients can now benchmark their review performance vs competitors daily. This feature drives 60% of our new client demos."
14
Clients
+28%
YoY
$9.2K
Avg Deal
API
Delivery
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UAE
Hot
"Review Volume Tracking 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
"Review Volume Tracking 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
Icon
Singapore
Growing
"Review Volume Tracking 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
Icon
Australia
Active
"Review Volume Tracking 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
Icon
Germany
Active
"Review Volume Tracking 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
Icon
Japan
Growing
"Review Volume Tracking 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 review volume tracking. 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
Icon
UAE
Hot
"Review Volume Tracking 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
Icon
UK
Hot
"Review Volume Tracking 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
Icon
Singapore
Growing
"Review Volume Tracking 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
Icon
Australia
Active
"Review Volume Tracking 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
Icon
Germany
Active
"Review Volume Tracking 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
Icon
Japan
Growing
"Review Volume Tracking 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 review volume data aggregation — 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 Review Volume Tracking

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 review volume tracking 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 review volume tracking. 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 review volume tracking 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

Review Volume Tracking — Questions

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

Review volume affects ranking directly and indirectly. Booking.com and Expedia weight review recency and volume in their ranking algorithm with OTA review volume tracking, high review volume stabilises your score, making it resistant to single negative reviews, so a hotel with 50 reviews at 8.5 is far more vulnerable than one with 1,000 reviews at the same score.
TravelScrape checks review count on each platform daily for all properties in your competitive set. Volume changes (new reviews), velocity (reviews per week), acceleration (is volume growing or slowing) and platform distribution are all tracked and compared against your competitive set.
Yes. Free one-time review volume audit — your property vs top 5 competitors. Reviews per week, total count, platform distribution and score volatility analysis. No contract required.
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