Amenities: The Misunderstood Revenue Driver. June 13, :45-2:45 PM #APARTMENTALIZE. Sponsored by

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Amenities: The Misunderstood Revenue Driver June 13, 2018 1:45-2:45 PM Sponsored by

Meet the Experts Evan Hoffmann Principal & Chief Strategist Incisive Solutions Rich Hughes SVP of Data Science RealPage

Amenities in the Value Process Group similar units into floorplans and unit types Amenitize the differences (preferences) between the units Create lease option for move in and length of stay Hold Days Expiration Management Rentable Items are not amenities

Types of amenities / other fees Community Unit View Size Feature Finish Prestige (Penthouse?) Proximity (to pool, fitness, parking, etc.) Rentable Item (not an amenity parking and storage) Other fees Negative amenities (unpublished?)

5 Unit amenities account for about 5% of total rent in most properties, more in high-rise projects 10% share of total rent attributable to unit amenities 8% 6% 4% 2% 0% All Product Garden Mid-Rise High-Rise

6 Unit amenities contribute more to total rent in luxury products than in their middle-market and lower-end counterparts 8% share of total rent attributable to unit amenities by class of product 6% 4% 2% 0% A+ A A- B+ B B- C+ C C- D

7 Unit amenities contribute a little more to total rent in the West region than in other parts of the country 8% share of total rent attributable to unit amenities by U.S. region 6% 4% 2% 0% Northeast Midwest South West

8 Popular amenities include washer/dryer units, preferred elevations and balconies Washer/Dryer Renovation Corner Unit First/Ground Floor Top Floor Balcony Fireplace Second Floor Hardwood Floors General Upgrade Dishwasher

Correlation Matrix Amenities 1st Floor 1x1GR2 2 Walk-In Closet/Mstr Bed 2nd Floor 2x2GR2 3rd Floor 3x2GR2 Fireplace Pool view Storage Street Proximity A1 1st Floor 1.00-0.24-0.27-0.42 0.13-0.52 0.28-0.59 0.04 0.29-0.11 0.29-0.52 0.27 1x1GR2-0.24 1.00 0.69 0.33-0.71-0.09-0.20 0.11-0.20-0.11 0.29-0.11-0.09-0.69 2 Walk-In Closet/Mstr Bed -0.27 0.69 1.00 0.27-0.49-0.01-0.14 0.29-0.14-0.08 0.42-0.08-0.01-1.00 2nd Floor -0.42 0.33 0.27 1.00-0.36-0.56 0.01 0.18 0.01-0.12 0.27-0.12-0.56-0.27 2x2GR2 0.13-0.71-0.49-0.36 1.00 0.22-0.36-0.06 0.07-0.20-0.20 0.16 0.22 0.49 3rd Floor -0.52-0.09-0.01-0.56 0.22 1.00-0.27 0.37-0.05-0.15-0.15-0.15 1.00 0.01 3x2GR2 0.28-0.20-0.14 0.01-0.36-0.27 1.00-0.09-0.10 0.56-0.06-0.06-0.27 0.14 Fireplace -0.59 0.11 0.29 0.18-0.06 0.37-0.09 1.00-0.09-0.17 0.19-0.17 0.37-0.29 Pool view 0.04-0.20-0.14 0.01 0.07-0.05-0.10-0.09 1.00-0.06-0.06-0.06-0.05 0.14 Storage 0.29-0.11-0.08-0.12-0.20-0.15 0.56-0.17-0.06 1.00-0.03-0.03-0.15 0.08 Street Proximity A1-0.11 0.29 0.42 0.27-0.20-0.15-0.06 0.19-0.06-0.03 1.00-0.03-0.15-0.42 Upgraded White Cabinets 0.29-0.11-0.08-0.12 0.16-0.15-0.06-0.17-0.06-0.03-0.03 1.00-0.15 0.08 Vaulted Ceilings -0.52-0.09-0.01-0.56 0.22 1.00-0.27 0.37-0.05-0.15-0.15-0.15 1.00 0.01 XL Outside Storage 0.27-0.69-1.00-0.27 0.49 0.01 0.14-0.29 0.14 0.08-0.42 0.08 0.01 1.00 Upgraded White Cabinets Vaulted Ceilings XL Outside Storage

Correlation Matrix Amenities 1st Floor 1x1GR2 2 Walk-In Closet/Mstr Bed 2nd Floor 2x2GR2 3rd Floor 3x2GR2 Fireplace Pool view Storage Street Proximity A1 1st Floor 1.00-0.24-0.27-0.42 0.13-0.52 0.28-0.59 0.04 0.29-0.11 0.29-0.52 0.27 1x1GR2-0.24 1.00 0.69 0.33-0.71-0.09-0.20 0.11-0.20-0.11 0.29-0.11-0.09-0.69 2 Walk-In Closet/Mstr Bed -0.27 0.69 1.00 0.27-0.49-0.01-0.14 0.29-0.14-0.08 0.42-0.08-0.01-1.00 2nd Floor -0.42 0.33 0.27 1.00-0.36-0.56 0.01 0.18 0.01-0.12 0.27-0.12-0.56-0.27 2x2GR2 0.13-0.71-0.49-0.36 1.00 0.22-0.36-0.06 0.07-0.20-0.20 0.16 0.22 0.49 3rd Floor -0.52-0.09-0.01-0.56 0.22 1.00-0.27 0.37-0.05-0.15-0.15-0.15 1.00 0.01 3x2GR2 0.28-0.20-0.14 0.01-0.36-0.27 1.00-0.09-0.10 0.56-0.06-0.06-0.27 0.14 Fireplace -0.59 0.11 0.29 0.18-0.06 0.37-0.09 1.00-0.09-0.17 0.19-0.17 0.37-0.29 Pool view 0.04-0.20-0.14 0.01 0.07-0.05-0.10-0.09 1.00-0.06-0.06-0.06-0.05 0.14 Storage 0.29-0.11-0.08-0.12-0.20-0.15 0.56-0.17-0.06 1.00-0.03-0.03-0.15 0.08 Street Proximity A1-0.11 0.29 0.42 0.27-0.20-0.15-0.06 0.19-0.06-0.03 1.00-0.03-0.15-0.42 Upgraded White Cabinets 0.29-0.11-0.08-0.12 0.16-0.15-0.06-0.17-0.06-0.03-0.03 1.00-0.15 0.08 Vaulted Ceilings -0.52-0.09-0.01-0.56 0.22 1.00-0.27 0.37-0.05-0.15-0.15-0.15 1.00 0.01 XL Outside Storage 0.27-0.69-1.00-0.27 0.49 0.01 0.14-0.29 0.14 0.08-0.42 0.08 0.01 1.00 Upgraded White Cabinets Vaulted Ceilings XL Outside Storage

Right-pricing your community Group similar units into groups Sample With Amenity Without Amenity Benchmark Amenity Value Leases Days on Market Leases Days on Market Significance Indication Leases Value Days on Market Subject vs. Market Wood-Style Flooring $0 19 27 5 46 0.98 Increase 435 $18 25 2 First Floor $35 19 27 5 46 0.98 Increase 2,120 $17 25 2 Pool view $50 4 66 20 24 0.96 Decrease 1,066 $32 27 39 Creek View $10 5 12 19 36 0.80-76 $53 18-6 Renovation 4 $75 1 44 23 30 0.39-828 $83 29 15 Renovation 2 $40 1 42 23 31 0.30-828 $83 29 13 Renovation 3 $50 1 41 23 31 0.22-828 $83 29 12 Handicap Apartment $0 2 12 22 31 0.06-180 -$23 42-30

Amenities can help sell the unit Amenities Per Unit 800 50 Observations 700 600 500 400 300 200 100 45 40 35 30 25 20 15 10 5 Days on Market 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 1.9 2 2.1 2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9 3 3.1 3.2 3.3 3.4 3.5 3.6 3.7 3.8 3.9 4+ Amenities / Unit 0 Observation count Days on Market Linear (Days on Market)

Even those with zero value Zero Value Amenities 1800 35 1600 34 1400 33 Observation Count 1200 1000 800 600 32 31 30 29 Days on Market 400 28 200 27 0 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% % of Amenities with Zero Value 26 Observation Count Average Days on Market Linear (Average Days on Market)

Matching Amenities with Demographics Women don t like ground floor apartments Older people don t like stairs

Women don t like ground floor apartments Multi-tenant Single-tenant High-rise Mid-rise and Garden High-rise Mid-rise and Garden Low floor 51.5% 50.4% Low floor 53.8% 53.1% High floor 47.7% 50.8% High floor 45.6% 54.2%

Older people don t like stairs Garden and Mid-rise High-rise Floor 2-5 Result(statistic=0.0757, pvalue=0.0) Floor 6+ Result(statistic=0.0525, pvalue=1.3522831619070455e-05)

How Are We Doing?

Contact Information Evan Hoffmann evan@incisivesolutions.org Rich Hughes Rich.Hughes@RealPage.com