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The Software Algorithm That Turns Hotel 'Lookers' Into 'Bookers' (Part One)

Posted: 02/ 9/2012 7:00 am

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PART ONE

I am always wondering how in the world the Online Travel Agencies (OTAs) like Expedia, Travelocity, Orbitz and others price their inventory. I mean how complicated must those algorithms be? And do they always work?

I can't imagine that they do, there's still too much unsold inventory in hotels worldwide; why don't they just lower their prices to fill all their rooms?

The answer is simple: they don't know... and their software doesn't know just how low their prices should go to fill the rooms. And I believe that up until now, they have consistently defaulted to leaving the room empty if they couldn't get $100 per night or $50, whatever. But they certainly wouldn't go to $20 or $10.

It's the same riddle I feel about airplanes departing with empty seats; why don't they sell those unused seats for 20 or 30 dollars just to drive a little additional revenue? I'm not sure but I believe that if they did sell every seat at what they determined would be a crucial 'breaking point' for a flyer wanting to go somewhere; they would probably not be in such bad financial shape. The problem for them (and hotels too) is determining how low to go to sell any empty inventory. They can't, so they don't.

Shouldn't the goal be the same in the airline and hotel industry: full capacity at any fare/rate? Wouldn't a better policy be "no plane leaves with an empty seat, ever" or "we'll fill every room tonight if we have to let them go for $10?"

Enter REVPARGURU. This Miami start-up helps hotels determine this ethereal price-point and maximize the revenue yield for each property and its rooms. They do this with an advanced "super-software" with rich algorithms that slice and dice online data instantly.

'Rev Par' is a crucially important hotel industry term and metric referring to the result of the average daily room rate multiplied by the occupancy rate of a hotel.

I confess now that I didn't know much about the mechanics of the hotel and hospitality industry. But I quickly learned that just like every other sector, it's been technologizing at high-speed over the last few decades.

And one of the key paradigm shifts that this new company has performed was that they took financial industry software algorithms traditionally used for predicting derivatives and other complicated financial vehicles and then applying them to hotel room rates and availability. This maximizes the revenue/profit yield.

You see, there are these poor souls called "revenue managers" at most larger hotels whose sole responsibility is to keep the hotel filled all the time at the highest possible nightly rates. Their daily task seems impossible on its face.

In the olden days, they put pencil to paper; a lot. Then for a few decades, they tapped their fingers raw on calculator buttons. None of this really did anything to increase capacity or room rates beyond what they would've had anyway.

And unlike most hotel CEOs or GMs who in other industries wouldn't normally know middle managers' names, top hotel execs are positively on a first-name and looking-over-your-shoulder basis with their revenue managers; it's intensely stressful.

So our REVPARGURU story begins with Bruno Perez and Jean Francois Mourier, two Frenchmen who moved to Miami.

2012-02-06-RevParguyscropped.jpg


These two men are as smart and ambitious as their picture might imply.

In 2004, Perez was happily (but stressfully) directing sales at two hotels, The Palms and The National in Miami Beach. Perez, now a U.S. citizen, had been in Miami for years and had always worked at hotels in a sales and marketing capacity. "These things, hotel rooms... are perishable," Perez said, "they are perishable units. After 9/11, we saw an explosion of online bookings for hotel rooms; it was wild, people booking from their planes on runways and all sorts of places where they never could before."

Perez is fond of saying, "We've seen the shift, in the U.S. first, and then in Europe... and now it's happening in Latin America and India, there's a shift from offline to online. This shift cannot be stopped."

Jean Francois Mourier had a very different beginning from Perez, having taken an intense interest in computers in his native France in 1984; a full 20 years before he would meet Perez in Miami.

Mourier's father was a full-fledged rocket scientist, so young Jean Francois was quite naturally drawn to computers. At some point while living in France, Mourier who had already lived in America, decided he "didn't like the French and stayed inside all the time programming in Basic." The Basic programming language, Mourier says "was really too slow for Space Invaders, so I jumped to Assembler and then C plus plus."

Soon, Mourier would go to work for European financial services giant ING in London. "When I was working in the financial markets," Mourier remembered, "my sword, my advantage was computers." This was a guy for whom computers held a real joy, I thought as I listened to him speak and he saw them not just as fun, or a work utensil but more like a means to a very important end: reducing manual labor.

One of the things Mourier seems most proud of is his efforts to save time through his programming. "My boss would regularly create a wall of paper and I told him 'there's got to be a better way.' So I coded something I called 'Live P&L' which took an activity he used to take 3 hours per day to finish and did it for him in one minute."

"During the 'Russian Ruble Crisis' of 1998," Mourier said proudly, "my desk at ING made more than $40 million from the programs I originated."

Migrating from ING to the Merrill Lynch office in London, Mourier continued his miraculous use of computers and macroeconomics to make financial analysis easier and quicker.

Then, one of life's scariest moments: Mourier's 18-month old daughter contracted antibiotic-resistant pneumonia in what Mourier described as a "life and death situation." Months of hospital-sitting his sick child, left the cold-blooded Merrill Lynch with no better solution than to let Mourier know he "lost his job."

Mourier must have wondered, "What next?"

(To Be Continued in Part Two)

 

Follow Bill Robinson on Twitter: www.twitter.com/@RelentlessBill

PART ONE I am always wondering how in the world the Online Travel Agencies (OTAs) like Expedia, Travelocity, Orbitz and others price their inventory. I mean how complicated must those algorithms b...
PART ONE I am always wondering how in the world the Online Travel Agencies (OTAs) like Expedia, Travelocity, Orbitz and others price their inventory. I mean how complicated must those algorithms b...
 
 
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03:53 PM on 02/23/2012
A note about distribution channels: This is an arena that has gotten so complex in only a few short years it’s impressive. Perhaps it’s a topic that Bill may want to tackle in a future article. Whether it’s online travel agents (OTAs), who’ve done much to help hotels expand to new markets, their traditional brick-and-mortar real-world cousins, or third-party or hotel-generated smartphone and mobile web booking apps, distribution channels are indeed key. Part II of the article, http://www.huffingtonpost.com/billrobinson/hotel-room-prices_b_1263954.html speaks to that very point.

REVPAR GURU’s software doesn’t just crunch numbers and come out with a solution like some ‘50s or ‘60s-era adding machine behemoth. It also takes into account the myriad of today’s booking channels, as well as other components including: GDS distribution, booking pace and historical prices, and page position optimization, among others.

Thanks again, Moe, for your insightful comments. And thanks to Bill for an excellent article
03:48 PM on 02/23/2012
Moe Ibrahim’s response to Bill Robinson’s article speaks to a point that, in my opinion, could have been addressed more strongly, and it’s something I believe is very important too. So my thanks for your pointing it out Moe. Opening up (and properly managing) distribution channels is a vital part of the revenue optimization mix. But notice I say part of the “mix.”

However, I think Moe is wrong when he says unequivocally “lowering rates to fill hotel rooms is poor strategy.” Taken alone, yes, it is. But in a still-recovering economy, Robinson is right to point out that there are price-sensitive guests out there looking for the best deal possible. And contrary to the stereotype that bargain hunters are not loyal guests, I feel that that’s not the case. Not all bargain hunters are all about the optimal price, all the time. Their pricing needs reflect the reality of cash-strapped would-be guests who still feel the same needs to relax, escape and enjoy that they did when times were booming.

Room rates, if they are going to be lowered, must be done so in a way that still maximizes revenue. That is, finding the right balance of occupied rooms, at the right price, while leaving other rooms vacant and free from the wear and tear common to any room – a wear and tear and electricity/water usage that can run up hotel costs elsewhere.
03:43 PM on 02/23/2012
To address Rarauch’s comment below regarding “revenue optimization” versus “revenue maximization,” in my opinion hotel room rates don’t have to be seen through this all-or-nothing lens as REVPAR’s software does away with the need for either extreme. To be sure, 100% occupancy at any time is an elusive goal. But more than a belief, our software technology demonstrates that there is a happy medium price point that keeps prices competitive and still fills rooms beyond 80%.

Forgive me, but let me plug part II for a second. In it, Robinson mentions that upon our software’s installation at the Palms/National hotels, the two hotels’ occupancy rates moved from 65% to 98%. And it’s a jump that was accomplished without taking a meat cleaver to prices. It was done with a scalpel.
03:41 PM on 02/23/2012
You know, it always surprises me when out of a 1,953-word two-part article (yes, there was a second part, so please, read on - http://www.huffingtonpost.com/billrobinson/hotel-room-prices_b_1263954.html), that readers only focus on the top three paragraphs. And even then, they can come away with the wrong focus or draw the wrong conclusion. That’s too bad.

At REVPARGURU, the last thing we’d want is to offer a $10 room rate. And I think Bill Robinson’s article does a good job pointing that out. A $10 room rate would no doubt hurt our business and our clients’ business. Even the perception of doing so does nothing for our brand. In writing the article, Robinson’s goal was to articulate, that without the proper marriage of software algorithm and human market knowledge, hotels may wrongly leap to the conclusion that raising occupancy – at any price – was preferable to leaving rooms vacant.
02:14 AM on 02/15/2012
I may not agree to the $10 syndrome but certainly maximizing occupancy should be the goal and that could come in various guises because only you know what potentially is the break even point. any contribution towards fixed costs and above breakeven surely is win win situation.

to get this practice established you need to play the mind game and just do not put this offer on display every day because your customers will wait for it. This should reflect as a lottery to the guest!!
12:53 AM on 02/15/2012
Lowering rates to fill hotel rooms is a poor strategy. Opening up new distributions channels is the proper strategy. However, various distribution channels have different implied costs. So proper channel management, i.e., knowing when to open and close various distribution channels, is key to making that strategy work. Also, ensuring your distribution channels don't compete against you directly and cannibalize your business is another. At Journeyful, we're building a travel utility that combines the many different aspects of travel under one platform.
08:26 AM on 02/14/2012
I'm sorry, how should ALL hotels fill ALL their rooms at ANY TIME throughout the year? From where do you take the people? That's wishful thinking.
Lowering prices to fill the hotel would attract guests to wait to the last minute to book - you would get it cheaper. How would a hotelier ever sell to a higher price again?
I'm a frequent traveler - not a hotelier, I would love you're implementing this, I would fly to my next city and then book any hotel for 10$.

To make it short: This model probably only works if few hotels are doing so but definitely not if suddenly all of them start to throw their rooms to the market for the price of a beer.
07:21 AM on 02/14/2012
I think it's wrong tactics of lowering the rate and filling the hotel, having higher ARR can maintain the same RevPar as 100% on 50% whare you can manage the your varaible cost and your overall expense will be verymuch in controll and your net profit maring will be online or within your expectation.
12:38 AM on 02/14/2012
Interesting story...as a hotelier, I'm more about revenue optimization than maximization. I would prefer to operate at 80 percent occupancy and save the wear and tear than push the 90s and have staff and property get beat up, so no, I don't believe we should find that rate that fills every room.
11:17 AM on 02/13/2012
To the defense of hotels and airlines, they don't want to go low on prices as they don't want to degrade their margins by going low. The approach may be, we still make enough money to keep the rooms empty than entering the rat race and lowering margins. Also if the approach is to reduce prices, one can target lookers individually than creating a culture of offering low prices just before the consumption so that lookers wait till the last minute to book. Its a matter of how desperate hotels are to get the bookings, i think its difficult to raise and maintain prices(and margin) than just filling rooms as more money can be made from fewer rooms while keeping certain margins( which is a factor of Economy if the economy is good higher margins are favored, if economy is bad, it calls for desperate measures and low pricing. )
02:50 AM on 02/10/2012
:) Now if their intellect and ambition only matched their teeth whitening efforts.
11:37 PM on 02/09/2012
There is one distinguishing factor between hotel rooms and flight seats: The cost of fuel to carry the passenger. A $20 seat might not cover the fuel charge.
01:42 PM on 02/10/2012
Actually there is a fixed cost for hotel rooms too cleaning the room, soap/shampoo, electricity, breakfast in hotels that include it and more...