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Availability & Inventory · Live Data

Real-Time Availability Tracking — Taj is down to 2 rooms left. That's your pricing signal.

When competitors sell out, demand is real — and your rate should reflect it. TravelScrape checks competitor room availability every 3–6 hours across 100+ OTAs with Travel Availability Tracking, so you see tightening inventory before it shows in rate data.
Availability Heatmap ↓
100+
OTAs tracked
3–6hr
Check frequency
365
Days forward
Live Availability — Delhi 5-Star · Booking.com · Next Weekend Updated 2 hrs ago
PropertyFriSatSunRooms LeftTrend
Taj Palace Delhi
SOLD FRI–SAT
↓↓
JW Marriott Delhi
3 left Fri, 5 Sat
↓
Hyatt Regency
18 available
→
ITC Maurya
2 left Sat
↓↓
Your Hotel YOU
22 available
→
Sold out
1–5 left
Available
🚨 Taj and ITC are sold out Friday. Marriott at 3 rooms Friday. You have 22 rooms available — this is a demand signal. Raise Friday rate by ₹2,000–₹3,500 now while demand is visible and competitors are full.
Availability Heatmap

30-day competitor availability — every sold-out date visible at a glance.

Red = sold out. Amber = 1–5 rooms. Green = available. This view shows you exactly which dates have strong market demand — and whether you're positioned to capture it.

Hotel
Taj Palace
JW Marriott
ITC Maurya
Hyatt Regency
Your Hotel
The Leela
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S = Sold out · Numbers = rooms remaining · Weekends highlighted · Your hotel row highlighted

100+
OTAs checked for competitor room availability every 3–6 hours
3–6hr
Check frequency — availability changes captured before rate data shows demand
365
Days forward visibility — track competitor availability on any future date
Live
Sold-out alerts — notified within 6 hours when a competitor sells out on key dates
Country-Wise Demand

Who Tracks Real-Time Availability

Revenue managers, yield teams and SaaS platforms across 11 markets with real-time hotel availability tracking — 2024 to 2026.

Icon All Markets
Icon Hotels
Icon Chains
Icon SaaS
All 11 markets — real-time availability tracking inquiries 2024–2026
11Active Markets
100+OTAs Tracked
3–6hrCheck Frequency
$600Min Deal / mo
Icon
India Top Market
Revenue Manager · 5-Star Hotel, Delhi
"Taj Palace and ITC Maurya sell out on event weekends — and their rates spike. By the time we see their rate increase, the booking window is half over. TravelScrape's availability data shows us Taj going from 12 to 2 rooms in 6 hours — that's our signal to raise rate immediately, not after the rate data updates."
Yield Manager · Hotel Group, Mumbai (8 Props)
"We have 8 properties in Mumbai. When Taj and Marriott start selling out on a date, that demand signal applies to all 8. Before TravelScrape, each property managed this independently. Now one availability alert triggers a portfolio-wide rate response within 2 hours."
CPO · Hotel RMS SaaS, Bengaluru
"Our revenue recommendations were based on historical demand patterns and current rates — but not real-time inventory signals. Adding TravelScrape's availability API means when Taj and ITC are down to 2 rooms, our platform recommends an immediate rate increase. This is the most impactful single data source we've integrated."
42+
Clients
+44%
YoY
$2.8K
Avg Deal
Live
Alerts
Icon
USA High ACV
VP Revenue · Hotel Group, Las Vegas (7 Props)
"Las Vegas events — Formula 1, major fights, concerts — Marriott and Wynn sell out within hours. Our rate decisions were always lagging the demand signal. TravelScrape's availability alerts let us respond to competitor sell-outs within 3 hours, not 3 days. RevPAR on event weekends up 14% year-over-year."
Head of Product · Revenue SaaS, San Francisco
"Real-time availability is the missing signal in most RMS platforms. Rate data has a 12–24hr lag. Availability data shows demand forming in real-time — when competitors sell out, that's when rate should move. TravelScrape's API is the most actionable data feed we've integrated."
16
Clients
+34%
YoY
$10.2K
Avg Deal
API
Delivery
Icon
UAE
Hot
"Dubai events — F1, GITEX, Art Dubai. Jumeirah, Marriott and Hilton sell out fast. Need 3-hourly availability alerts to raise rate before the booking window closes."
$2K–$7K/mo
Revenue Director
Icon
UK
Hot
"London — Marriott, IHG, Hilton availability on event dates. When top-tier competitors sell out, it validates demand and gives us confidence to hold or raise rate aggressively."
$1.5K–$5K/mo
Revenue Manager
Icon
Singapore
Growing
"Singapore F1 and MICE events. MBS, Raffles, Hilton sell out weeks ahead. Availability timeline shows exactly how fast demand fills — informs our forward pricing strategy."
$2K–$6K/mo
Revenue Manager
Icon
Australia
Active
"Melbourne events — Australian Open, AFL finals. Marriott and Hilton availability tracking to know when to open or restrict our own inventory."
$1.5K–$4K/mo
Revenue Manager
Icon
Germany
Active
"Frankfurt trade fair season — Marriott and Hilton availability around Messe Frankfurt events. Know when corporate demand is filling competitor inventory."
$1.5K–$5K/mo
Revenue Manager
Icon
Japan
Growing
"Tokyo Golden Week and cherry blossom. Marriott, Hilton Japan, Hyatt availability tracking — these dates sell out 6–8 weeks ahead. Need early demand signal to set rates correctly."
$1.5K–$4K/mo
Revenue Manager
9Hotel Markets
3–6hrCheck Freq.
365Days Forward
$600Min / mo
🏨
Hotels — Live Availability Signals
Individual hotel revenue managers who need real-time competitor inventory data to make rate decisions faster than traditional demand signals allow. Availability tightening is the leading indicator that precedes rate increases by hours.
Sell-Out Alert
5-Star Hotel · Delhi
"Alert when Taj or ITC drops below 3 rooms on Booking.com — that's my signal to raise rate immediately without waiting for demand data to confirm."
$600–$2K/mo · Revenue Manager
Weekend Monitoring
City Hotel · Mumbai
"Friday–Sunday availability for Taj, Marriott and Hyatt — checked every 3 hours. Weekend rate decisions are made Thursday morning with live inventory context."
$600–$2K/mo · Revenue Manager
Event Dates
Business Hotel · Bengaluru
"Availability on conference and event dates — when ITC and Marriott sell out for IPL or tech events, I need to know before the booking window closes."
$700–$2.2K/mo · Yield Manager
30-Day Heatmap
Luxury Hotel · Jaipur
"30-day availability heatmap for my competitive set — which dates does Taj consistently sell out on? Informs my forward pricing strategy."
$600–$2K/mo · Revenue Manager
Restock Alert
Resort · Goa
"Alert when a competitor restocks cancelled rooms — a sudden increase in available inventory signals weak demand and may require a promotional response."
$600–$1.8K/mo · Revenue Manager
Multi-OTA
Hotel · Hyderabad
"Availability on Booking.com AND MakeMyTrip AND Agoda simultaneously — competitors may show sold out on one OTA but available on another."
$700–$2.2K/mo · Distribution Manager
API Feed
Hotel Group · Chennai
"Availability data API — feed competitor inventory into our internal dashboard. Automated rate trigger when competitor availability drops below threshold."
$1K–$3K/mo · Revenue Manager
Seasonal Pattern
5-Star Hotel · Pune
"How quickly do competitors sell out in peak season vs off-season? Historical sell-out patterns inform our advance pricing and yield management calendar."
$600–$2K/mo · Revenue Manager
7Chain Markets
PortfolioDashboard
APIDelivery
$2KMin / mo
🏢
Hotel Chains — Portfolio Availability Intelligence
Enterprise chains that need competitor availability monitored across every market simultaneously — with portfolio-level demand signals that trigger coordinated rate responses across all properties.
Portfolio Signal
Chain · India (20 Props)
"When Marriott sells out in 3+ of our markets simultaneously, that's a national demand event — our central revenue team needs to know and act across all 20 properties."
$2.5K–$8K/mo · VP Revenue
Event Coordination
Chain · UAE
"Dubai F1 weekend — availability monitoring across all competitive sets for all 8 properties. Coordinate rate response from central revenue operations."
$3K–$9K/mo · Head of Revenue
Yield Automation
Hotel Tech · India
"Availability API trigger for our yield management system — when competitor inventory drops below threshold, automatically trigger rate increase recommendation."
$3K–$9K/mo · CTO
Demand Forecast
Hotel Group · UK
"Historical availability sell-out patterns + forward availability tracking = demand forecast input. When Marriott's London properties are 40% sold for next month, that's a market demand indicator."
$2.5K–$7K/mo · VP Revenue
6SaaS Markets
APIDelivery
99.9%SLA
$2KMin / mo
🤖
Hotel Tech & RMS SaaS — Availability API
Revenue management platforms that need real-time competitor availability as a demand signal input — the fastest-moving market signal for intraday rate decisions.
RMS Input
RMS SaaS · India
"Availability API for our rate recommendation engine — when competitor inventory is low, recommendations adjust in real time. Most impactful single data source we've added."
$3K–$9K/mo · CTO
Yield Trigger
Channel Manager · USA
"Availability threshold alert — when 3+ competitors drop below 5 rooms, trigger a yield alert in our channel management dashboard for immediate rate action."
$2.5K–$7K/mo · CTO
Demand Analytics
Hotel Analytics · UK
"Availability tightening rate — how quickly is the market selling out? This metric is a more accurate real-time demand indicator than any historical pattern model."
$2.5K–$7K/mo · CPO
Forecast Module
Revenue SaaS · Singapore
"Forward availability data for demand forecasting module — how full are competitors for next 30/60/90 days? Informs our forward rate recommendation calendar."
$2.5K–$7K/mo · CPO

Country Priority Chart

Based on real inquiry volume, average deal size and competition level with travel availability data scraping — 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
Who Buys This

Teams who stopped raising rates after the demand had already peaked

Six profiles — each missing rate opportunities because availability signals arrived too late with real-time booking availability tracking.

Icon

Hotel Revenue Managers

Making rate decisions based on historical demand patterns and rate data — by which time the market availability has already tightened and competitors have already raised rates.

❌ "Taj sold out on Friday afternoon. I saw their rate increase in the evening — by then the booking window was 60% over. We raised rate too late and missed 8 hours of peak demand pricing."
✅ TravelScrape showed Taj dropping from 12 to 2 rooms in 6 hours at midday. Rate raised by 2pm. Captured the full peak booking window at the right rate. RevPAR up ₹3,200 on that Friday.
$600–$2.5K/mo · Revenue Manager
Icon

Yield & Pricing Managers

Running intraday yield management without real-time inventory signals — rate decisions lag the actual demand signal by 12–24 hours when using rate data alone.

❌ "Our yield system used rate data to detect demand. Rate data has a 12–24hr lag. By the time we raised rate on event weekend, Marriott and ITC were already sold out and the booking rush was over."
✅ Availability signal is 12–24 hours faster than rate signal. Yield system now triggers rate increases when competitor rooms drop below 5 — not when their rates increase. Intraday RevPAR up 18%.
$800–$3K/mo · Yield Manager
Icon

Hotel Chain Revenue Teams

Running portfolio yield strategy without a cross-market availability signal — missing coordinated rate responses when multiple markets show simultaneous demand.

❌ "IPL final weekend — Marriott sold out across Delhi, Mumbai and Bengaluru simultaneously. We had no unified signal. 3 different properties made 3 different rate decisions. Left money on the table in all 3."
✅ Portfolio availability dashboard showed Marriott and Taj selling out across 4 cities simultaneously. Central revenue team issued a coordinated rate increase across all 12 properties within 2 hours.
$2.5K–$9K/mo · VP Revenue
Icon

Hotel RMS Platforms

Rate recommendations based on historical demand and current rate data — missing the real-time inventory signal that precedes demand peaks by 12–24 hours.

❌ "Our RMS had rate data but not availability data. When Taj and ITC sold out at 2pm on event Fridays, our recommendations didn't reflect this until the next morning's data refresh."
✅ Availability API integrated into recommendation engine. Now when competitor inventory drops below 3 rooms, rate recommendation updates immediately. Client RevPAR on event dates improved 14%.
$3K–$10K/mo · CTO · CPO
Icon

Revenue Consultants

Diagnosing missed revenue opportunities for hotel clients — without availability data, the timeline of demand signal to rate response gap is invisible.

❌ "Client raised rate on Diwali weekend but 4 hours late. I couldn't show them exactly when demand peaked or when competitors sold out. The post-event analysis was incomplete without availability data."
✅ Availability timeline shows exactly when Taj dropped to 3 rooms and when our client should have raised rate. Post-event analysis now includes the full demand signal timeline. Clients act faster next time.
$800–$3K/mo · Revenue Consultant
Icon

Hotel Asset Managers

Evaluating yield performance without real-time availability context — unable to quantify how much revenue was missed due to late rate responses on peak demand dates.

❌ "GM said we maximised revenue on F1 weekend. TravelScrape showed Taj sold out 8 hours before we raised rate. We raised rate too late and missed the best pricing window by 8 hours."
✅ Availability timeline gives exact evidence of when market demand peaked vs when we responded. Board presentation now includes quantified missed revenue from late rate response. Management accountable.
$1K–$4K/mo · Asset Manager · Owner
Results

What changes when availability data arrives 12 hours before rate data

12hr
Availability signal precedes rate data signal — act on demand before competitors price it
3–6hr
Check frequency — sold-out events captured within one check cycle
18%
Average intraday RevPAR improvement on event dates with real-time availability signals
★★★★★
"Taj was at 2 rooms at 2pm on Friday. TravelScrape showed it. We raised rate by 2:30pm — captured the full Friday evening booking rush at peak rate. Previously we raised rate on Saturday morning after seeing Taj's rate update. That 8-hour difference in timing added ₹3,200 RevPAR per available room."
AK
Aditya K.
Revenue Manager · 5-Star Hotel, Delhi
★★★★★
"Las Vegas Formula 1 — Marriott and Wynn selling out within hours. Before TravelScrape, we raised rate after seeing their rate change — 12+ hours late. Now we see availability tightening in real time and respond immediately. Event weekend RevPAR up 14% year-over-year with the same demand."
SL
Sarah L.
VP Revenue · Hotel Group, Las Vegas (7 properties)
★★★★★
"Added TravelScrape's availability API to our RMS. When competitor inventory drops below 3 rooms, our rate recommendation updates immediately — not at the next morning's data refresh. Client RevPAR on high-demand dates improved 14%. Real-time availability is now our most impactful single data input."
PV
Priya V.
CPO · Hotel RMS SaaS, India (320 clients)

Real-Time Availability Tracking — Questions

From revenue managers, yield teams and SaaS platforms evaluating availability intelligence.

Every 3–6 hours as standard. During known high-demand periods (events, peak weekends, holiday dates), check frequency increases to every 2 hours. Sold-out alerts are sent within one check cycle — so a competitor selling out at 2pm will trigger an alert by 5pm at latest.
100+ OTAs including Booking.com, Expedia, Agoda, Hotels.com, MakeMyTrip, Goibibo, Trip.com and Traveloka. A hotel may show sold out on Booking.com but still have rooms on Expedia — multi-OTA tracking captures this nuance.
Up to 365 days forward. This allows you to see how quickly competitors are filling for peak season dates 3–6 months ahead — an input for forward rate strategy and advance pricing decisions.
Yes. Free one-time availability report showing your competitive set's current inventory levels and 30-day availability patterns. Includes the dates where competitors are tightest and your pricing opportunity windows. No contract required.
Yes. REST API delivering availability data every 3–6 hours. JSON format. Includes room count remaining, sold-out status, restocking events and availability trend direction. 99.9% SLA. Used by multiple RMS platforms as a real-time demand signal input.
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"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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