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Intro to Dynamic Pricing &
Yield Management 

FOR VACATION & SHORT-TERM RENTALS
Panel
• Ian McHenry, Co-Founder & President, Beyond Pricing
• Scott Breon, Chief Revenue Officer, Vacasa
• Ari Eryorulmaz, Owner, AE Hospitality
• Emily Vandall, Director of Marketing, Beachwalker Rentals
@beyondpricing
beyondpricing.com
Some Quick Clarification
• What is yield management?
• Selling to the right person at the right time for the right price
• Can include:
• Dynamic pricing
• Cancellation fee policies
• Length of stay adjustments
• Channel management
• Promotions
• Marketing
• “Yield” was traditionally an airline term and hotels started
calling it “revenue management”
What is Dynamic Pricing?
Changing your price based
on changes in supply and
demand
@beyondpricing
beyondpricing.com
Why is this important?
Demand Changes A Lot
2014 San Francisco Short-Term Rental Occupancy
50%$
55%$
60%$
65%$
70%$
75%$
80%$
85%$
90%$
95%$
100%$
1/1/14 2/1/14 3/1/14 4/1/14 5/1/14 6/1/14 7/1/14 8/1/14 9/1/14 10/1/14 11/1/14 12/1/14 1/1/15
As Demand Changes, So Do Prices
Price
Rooms Booked
High Season

Low Season
$200
$150
Sometimes, Supply Changes, Too
Pope’s Visit to Philadelphia
What Happens When You Don’t Vary
Your Prices
Owner #3
!$100!!
!$120!!
!$140!!
!$160!!
!$180!!
!$200!!
!$220!!
!$240!!
Jan-14 Feb-14 Mar-14 Apr-14 May-14 Jun-14 Jul-14 Aug-14 Sep-14 Oct-14 Nov-14 Dec-14 Jan-15
Owner #2
Owner #1
What Happens When You Don’t Vary
Your Prices
• Owner #1 - $140/night – Chronic Under Pricer
• She will be filled 95% of the time and excited about her high
occupancy
• Owner #2 - $180/night – Average Jane
• She is excited because she is filled from March-October and
thinks winters are just “slow”
• Owner #3 - $220/night – Occasional Olivia
• Her calendar is usually open, except for big events which are
booked months in advance
Beyond Pricing
But You Already Know This
Most Managers Already Vary Their
Prices
• Most managers will have at least:
• High season
• Low season
• Weekend
• Last-minute discounts
Question
How many different rates
does your average
property have?
What is Variable Pricing?
Charging a different price
for different nights of the
year
All Managers (We Hope) Do Some
Degree of Variable Pricing
Example Owner
Homewood Occupancy
Example Sophisticated Manager
Clearly, There is A Lot More We Can
Do with Truly Dynamic Pricing
Managers Are Losing Millions of
Dollars by Using Flat (or Semi-Flat)
Pricing
	
$200
$100
$300
$400
Date
Single Nightly Rate
Optimized Rate
Lost revenue
Lost bookings
• Money left on the table
during periods of high
demand
• Units sitting empty during
periods of low demand
Dynamic Pricing Helps in 2 Ways
1. By lowering your price when
demand is low, you can
increase your occupancy
2. By increasing your price
when demand is high, you
can increase your average
nightly rate
$200
$100
$300
$400
Date
Additional
	
$200
$100
$300
$400
Date
Higher
Nightly
1. Seasonality
2. Day of Week
3. Events
3 Biggest Factors Driving Demand
Seasonality is Different in Every City
ChangeinDemand
-20%
-15%
-10%
-5%
0%
5%
10%
15%
20%
25%
Jan$15' Feb$15' Mar$15' Apr$15' May$15' Jun$15' Jul$15' Aug$15' Sep$15' Oct$15' Nov$15' Dec$15' Jan$16'
Miami' SF'
San'Diego' NYC'
Seasonality is Different in Every CityChangeinDemand
!30%%
!20%%
!10%%
0%%
10%%
20%%
30%%
1!Jan% 1!Feb% 1!Mar% 1!Apr% 1!May% 1!Jun% 1!Jul% 1!Aug% 1!Sep% 1!Oct% 1!Nov% 1!Dec%
Kona% Des@n%
Myrtle%Beach% Asheville,%NC%
South%Lake%Tahoe%
Seasonality Also Differs in
Neighborhoods of the Same City
ChangeinDemand
!20%%
!15%%
!10%%
!5%%
0%%
5%%
10%%
15%%
20%%
25%%
30%%
Jan!15% Feb!15% Mar!15% Apr!15% May!15% Jun!15% Jul!15% Aug!15% Sep!15% Oct!15% Nov!15% Dec!15% Jan!16%
Lake%Tahoe:%King's%Beach%
Lake%Tahoe:%%Kirkwood%/%Sierra!at!Tahoe%
Seasonality Also Differs in
Neighborhoods of the Same CityChangeinDemand
!10%%
!5%%
0%%
5%%
10%%
15%%
20%%
25%%
30%%
Jan!15% Feb!15%Mar!15% Apr!15% May!15% Jun!15% Jul!15% Aug!15% Sep!15% Oct!15% Nov!15% Dec!15% Jan!16%
San%Diego:%%Gaslamp%
San%Diego:%%Mission%Beach%
ChangeinDemand
Day of Week Variations Are Different
in Every City
!20%%
!15%%
!10%%
!5%%
0%%
5%%
10%%
15%%
20%%
25%%
Sun% Mon% Tue% Wed% Thu% Fri% Sat%
Madrid%
SF%
Mountain%View%
Events Can Have Big Impacts on Demand
40%$
50%$
60%$
70%$
80%$
90%$
100%$
1/1/14$ 2/1/14$3/1/14$ 4/1/14$ 5/1/14$ 6/1/14$ 7/1/14$ 8/1/14$ 9/1/14$10/1/14$11/1/14$12/1/14$
JP
M
organ
H
ealthcare
G
D
C
C
isco
LIVE
G
oogle
I/O
O
utsidelands
D
ream
force
O
racle
O
penw
orld
AmericanSociety
ofHematology
Occupancy
Event Impact is Highly Local
VS
Event Location X
Hotel CenterX
One More Important Question
Are You a Motel 6 or a Marriott?
VS
VS
0	
20	
40	
60	
80	
100	
120	
140	
160	
180	
200	
<$75	
$75-100	
$100-125	
$125-150	
$150-175	$175-$200	
$200-225	
$225-250	
$250-300	
$300+	
Finding the Right Average Price for
Your Place is Tough
South Beach, Miami 1 Bedroom Prices
NumberofListings
Motel 6
Marriott
Ritz?
Avg=$140
Many Factors Contribute to How
Much You Can Charge
• Amenities
• Number of Reviews
• Average Star Rating
• Quality of Pictures
• Number of Pictures
• Stainless Steel Appliances
• Location
• Response Time
• Listing Site Search Ranking
• Number of Bedrooms
• Number of Bathrooms
• Number of Beds
• Extra Guest Fee
• Cleaning Fee
• Instant Book
• Listing Title
What Matters is How Quickly You
Book Versus the Average
You can then vary your average rate
based on changes in demand
$-
$50
$100
$150
$200
$250
$300
Jan$14' Feb$14' Mar$14' Apr$14' May$14' Jun$14' Jul$14' Aug$14' Sep$14' Oct$14' Nov$14' Dec$14'
Ritz Marriott Motel 6
Booking Curves Tell You How Far
in Advance Are People Booking
PercentofBookings
Days Out
0%#
10%#
20%#
30%#
40%#
50%#
60%#
70%#
80%#
90%#
100%#
1# 31# 61# 91# 121# 151# 181# 211# 241# 271# 301# 331#
Two Implications of the Booking Curve
2. Tells You What Percent of Demand is Still Left
Allows you to know whether and when to discount
1. Tells You Whether You’re Booking Up Too Quickly
If you are, chances are you can increase your
average nightly rate, or “Base Price”
What About My Competition?
1. Comps help you figure out your average price
• However, keep an eye on how quickly your units
book up relative to your booking curve. This is the
best indicator of your “Goldilocks” average price
2. If you have smart neighbors (ahem, Vacasa),
tracking the changes in their prices for events,
seasonality, day of week, etc. can help
• However, you never want to copy off of a ‘D’ student
if you’re going to copy
3. In periods of low-demand / last-minute availability,
making sure you are competitively priced can be
important
Hotel Competition
• Hotels can sometimes be a substitute for your vacation
rental product.
• In addition, some of them have incredibly sophisticated
software to help them predict demand.
• Tracking their prices for the next year will help you get
an idea of when major events and seasons will be
What About Distressed Inventory?
• Distressed inventory is any last-minute or hard to book
nights that you need to fill
• Don’t want to train guests to wait until the last minute
because they know you are going to discount
• Want to know how early to start discounting - some
markets have a lot of bookings in the week before.
• People use different strategies including opening
inventory on channels with more last-minute bookers
• Hotels use sites like Hotwire which mask their name so
loyal customers can’t book the special rates
• Any other channels people use?
This is All Great, But How Do I figure
Out “Demand”?
1. Historical Demand Curves
• Lots of third parties offer data on occupancy rates
throughout the year - start there
• Your own historical data probably has some good
insights
2. Real-time Demand Changes
• Hotels use their inventory of, say, 200 rooms to see
how quickly they are filling up vs. last year
• This works for hotels because they are trying to
optimize prices across the whole PORTFOLIO of rooms
• So if they don’t realize until half of the rooms are
booked that there is more demand than expected, they
make it up on the second half
• If you do this with vacation rentals, half of your owners
will get booked at too low of a rate
• However, it’s better than all of your owners getting
booked at too low of a rate
2. Real-time Demand Changes
• Better is to look at the whole local market to see
changes in supply and demand
• You can use third-party services that are emerging to
help you do this
• You can build your own bots to track this
• Or you can do it manually
Example
Advice on Getting Started
• Scott Breon, Chief Revenue Officer, Vacasa
• Ari Eryorulmaz, Owner, AE Hospitality
• Emily Vandall, Director of Marketing, Beachwalker Rentals
Questions?
Contact: ian@beyondpricing.com

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Dynamic Pricing Guide for Vacation Rentals

  • 1. Intro to Dynamic Pricing & Yield Management 
 FOR VACATION & SHORT-TERM RENTALS
  • 2. Panel • Ian McHenry, Co-Founder & President, Beyond Pricing • Scott Breon, Chief Revenue Officer, Vacasa • Ari Eryorulmaz, Owner, AE Hospitality • Emily Vandall, Director of Marketing, Beachwalker Rentals @beyondpricing beyondpricing.com
  • 3. Some Quick Clarification • What is yield management? • Selling to the right person at the right time for the right price • Can include: • Dynamic pricing • Cancellation fee policies • Length of stay adjustments • Channel management • Promotions • Marketing • “Yield” was traditionally an airline term and hotels started calling it “revenue management”
  • 4. What is Dynamic Pricing? Changing your price based on changes in supply and demand @beyondpricing beyondpricing.com
  • 5. Why is this important?
  • 6. Demand Changes A Lot 2014 San Francisco Short-Term Rental Occupancy 50%$ 55%$ 60%$ 65%$ 70%$ 75%$ 80%$ 85%$ 90%$ 95%$ 100%$ 1/1/14 2/1/14 3/1/14 4/1/14 5/1/14 6/1/14 7/1/14 8/1/14 9/1/14 10/1/14 11/1/14 12/1/14 1/1/15
  • 7. As Demand Changes, So Do Prices Price Rooms Booked High Season
 Low Season $200 $150
  • 9. Pope’s Visit to Philadelphia
  • 10. What Happens When You Don’t Vary Your Prices Owner #3 !$100!! !$120!! !$140!! !$160!! !$180!! !$200!! !$220!! !$240!! Jan-14 Feb-14 Mar-14 Apr-14 May-14 Jun-14 Jul-14 Aug-14 Sep-14 Oct-14 Nov-14 Dec-14 Jan-15 Owner #2 Owner #1
  • 11. What Happens When You Don’t Vary Your Prices • Owner #1 - $140/night – Chronic Under Pricer • She will be filled 95% of the time and excited about her high occupancy • Owner #2 - $180/night – Average Jane • She is excited because she is filled from March-October and thinks winters are just “slow” • Owner #3 - $220/night – Occasional Olivia • Her calendar is usually open, except for big events which are booked months in advance Beyond Pricing
  • 12. But You Already Know This
  • 13. Most Managers Already Vary Their Prices • Most managers will have at least: • High season • Low season • Weekend • Last-minute discounts
  • 14. Question How many different rates does your average property have?
  • 15. What is Variable Pricing? Charging a different price for different nights of the year
  • 16. All Managers (We Hope) Do Some Degree of Variable Pricing
  • 20. Clearly, There is A Lot More We Can Do with Truly Dynamic Pricing
  • 21. Managers Are Losing Millions of Dollars by Using Flat (or Semi-Flat) Pricing $200 $100 $300 $400 Date Single Nightly Rate Optimized Rate Lost revenue Lost bookings • Money left on the table during periods of high demand • Units sitting empty during periods of low demand
  • 22. Dynamic Pricing Helps in 2 Ways 1. By lowering your price when demand is low, you can increase your occupancy 2. By increasing your price when demand is high, you can increase your average nightly rate $200 $100 $300 $400 Date Additional $200 $100 $300 $400 Date Higher Nightly
  • 23. 1. Seasonality 2. Day of Week 3. Events 3 Biggest Factors Driving Demand
  • 24. Seasonality is Different in Every City ChangeinDemand -20% -15% -10% -5% 0% 5% 10% 15% 20% 25% Jan$15' Feb$15' Mar$15' Apr$15' May$15' Jun$15' Jul$15' Aug$15' Sep$15' Oct$15' Nov$15' Dec$15' Jan$16' Miami' SF' San'Diego' NYC'
  • 25. Seasonality is Different in Every CityChangeinDemand !30%% !20%% !10%% 0%% 10%% 20%% 30%% 1!Jan% 1!Feb% 1!Mar% 1!Apr% 1!May% 1!Jun% 1!Jul% 1!Aug% 1!Sep% 1!Oct% 1!Nov% 1!Dec% Kona% Des@n% Myrtle%Beach% Asheville,%NC% South%Lake%Tahoe%
  • 26. Seasonality Also Differs in Neighborhoods of the Same City ChangeinDemand !20%% !15%% !10%% !5%% 0%% 5%% 10%% 15%% 20%% 25%% 30%% Jan!15% Feb!15% Mar!15% Apr!15% May!15% Jun!15% Jul!15% Aug!15% Sep!15% Oct!15% Nov!15% Dec!15% Jan!16% Lake%Tahoe:%King's%Beach% Lake%Tahoe:%%Kirkwood%/%Sierra!at!Tahoe%
  • 27. Seasonality Also Differs in Neighborhoods of the Same CityChangeinDemand !10%% !5%% 0%% 5%% 10%% 15%% 20%% 25%% 30%% Jan!15% Feb!15%Mar!15% Apr!15% May!15% Jun!15% Jul!15% Aug!15% Sep!15% Oct!15% Nov!15% Dec!15% Jan!16% San%Diego:%%Gaslamp% San%Diego:%%Mission%Beach%
  • 28. ChangeinDemand Day of Week Variations Are Different in Every City !20%% !15%% !10%% !5%% 0%% 5%% 10%% 15%% 20%% 25%% Sun% Mon% Tue% Wed% Thu% Fri% Sat% Madrid% SF% Mountain%View%
  • 29. Events Can Have Big Impacts on Demand 40%$ 50%$ 60%$ 70%$ 80%$ 90%$ 100%$ 1/1/14$ 2/1/14$3/1/14$ 4/1/14$ 5/1/14$ 6/1/14$ 7/1/14$ 8/1/14$ 9/1/14$10/1/14$11/1/14$12/1/14$ JP M organ H ealthcare G D C C isco LIVE G oogle I/O O utsidelands D ream force O racle O penw orld AmericanSociety ofHematology Occupancy
  • 30. Event Impact is Highly Local VS Event Location X Hotel CenterX
  • 31. One More Important Question
  • 32. Are You a Motel 6 or a Marriott? VS VS
  • 33. 0 20 40 60 80 100 120 140 160 180 200 <$75 $75-100 $100-125 $125-150 $150-175 $175-$200 $200-225 $225-250 $250-300 $300+ Finding the Right Average Price for Your Place is Tough South Beach, Miami 1 Bedroom Prices NumberofListings Motel 6 Marriott Ritz? Avg=$140
  • 34. Many Factors Contribute to How Much You Can Charge • Amenities • Number of Reviews • Average Star Rating • Quality of Pictures • Number of Pictures • Stainless Steel Appliances • Location • Response Time • Listing Site Search Ranking • Number of Bedrooms • Number of Bathrooms • Number of Beds • Extra Guest Fee • Cleaning Fee • Instant Book • Listing Title
  • 35. What Matters is How Quickly You Book Versus the Average
  • 36. You can then vary your average rate based on changes in demand $- $50 $100 $150 $200 $250 $300 Jan$14' Feb$14' Mar$14' Apr$14' May$14' Jun$14' Jul$14' Aug$14' Sep$14' Oct$14' Nov$14' Dec$14' Ritz Marriott Motel 6
  • 37. Booking Curves Tell You How Far in Advance Are People Booking PercentofBookings Days Out 0%# 10%# 20%# 30%# 40%# 50%# 60%# 70%# 80%# 90%# 100%# 1# 31# 61# 91# 121# 151# 181# 211# 241# 271# 301# 331#
  • 38. Two Implications of the Booking Curve 2. Tells You What Percent of Demand is Still Left Allows you to know whether and when to discount 1. Tells You Whether You’re Booking Up Too Quickly If you are, chances are you can increase your average nightly rate, or “Base Price”
  • 39. What About My Competition? 1. Comps help you figure out your average price • However, keep an eye on how quickly your units book up relative to your booking curve. This is the best indicator of your “Goldilocks” average price 2. If you have smart neighbors (ahem, Vacasa), tracking the changes in their prices for events, seasonality, day of week, etc. can help • However, you never want to copy off of a ‘D’ student if you’re going to copy 3. In periods of low-demand / last-minute availability, making sure you are competitively priced can be important
  • 40. Hotel Competition • Hotels can sometimes be a substitute for your vacation rental product. • In addition, some of them have incredibly sophisticated software to help them predict demand. • Tracking their prices for the next year will help you get an idea of when major events and seasons will be
  • 41. What About Distressed Inventory? • Distressed inventory is any last-minute or hard to book nights that you need to fill • Don’t want to train guests to wait until the last minute because they know you are going to discount • Want to know how early to start discounting - some markets have a lot of bookings in the week before. • People use different strategies including opening inventory on channels with more last-minute bookers • Hotels use sites like Hotwire which mask their name so loyal customers can’t book the special rates • Any other channels people use?
  • 42. This is All Great, But How Do I figure Out “Demand”?
  • 43. 1. Historical Demand Curves • Lots of third parties offer data on occupancy rates throughout the year - start there • Your own historical data probably has some good insights
  • 44. 2. Real-time Demand Changes • Hotels use their inventory of, say, 200 rooms to see how quickly they are filling up vs. last year • This works for hotels because they are trying to optimize prices across the whole PORTFOLIO of rooms • So if they don’t realize until half of the rooms are booked that there is more demand than expected, they make it up on the second half • If you do this with vacation rentals, half of your owners will get booked at too low of a rate • However, it’s better than all of your owners getting booked at too low of a rate
  • 45. 2. Real-time Demand Changes • Better is to look at the whole local market to see changes in supply and demand • You can use third-party services that are emerging to help you do this • You can build your own bots to track this • Or you can do it manually
  • 47. Advice on Getting Started • Scott Breon, Chief Revenue Officer, Vacasa • Ari Eryorulmaz, Owner, AE Hospitality • Emily Vandall, Director of Marketing, Beachwalker Rentals