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Smart Location PlatformLocation Analytics &Mobile Engagement withPermission 
HOLIDAY, 2013 
LOCATION ANALYTICS 
DATA EXAMPLE
2 
CONFIDENTIAL | Use Cases -Summary 
•Match department visitor counts and dwells with sales associate schedules 
•Provide sales associates with cross training to match other regions their dept. customers have likely visited 
•Respond in real time to large numbers of customers in certain areas 
•In-store offers contextualized 
•How effective are my sales in driving visitor counts, dwell times, and purchases? 
•Present offers based on the recipient's preferences 
•The store offers you rewards in exchange for sharing. 
•Optimize Merchandising 
•Which regions are performing well? 
•Which regions are slipping? 
•Do I have enough store associates? 
•What are the peak traffic hours? 
•Smart Staffing 
•Staff the right type of people at the right time 
•Region-specific traffic numbers 
Workforce & Productivity 
Customer Service 
Marketing & Advertising
3 
CONFIDENTIAL | Measure Marketing Performance 
0% 
5% 
10% 
15% 
20% 
25% 
30% 
35% 
40% 
45% 
11/21/2013 
11/22/2013 
11/23/2013 
11/24/2013 
11/25/2013 
11/26/2013 
11/27/2013 
11/28/2013 
11/29/2013 
% Repeat Visitors 
Typical repeat visitor ratio is between 30 and 40 percent in the week prior to Friday the 29th. 
On the Black Friday promotional day, repeat visitors make up only 21% of the traffic. 
Did Holiday Promotions Bring in New Customers?
4 
CONFIDENTIAL | Understand Where Loyal Customers Spend Their Time 
0% 
10% 
20% 
30% 
40% 
50% 
60% 
70% 
80% 
90% 
100% 
1 
2 
3 
4 
5 
6 
7 
8 
9 
10 
Region Share of Visitors by Number of Repeat Visits 
Men's 
Misses Contemporary 
Accessories 
Boys 
Juniors 
Madison 
Maternity 
Shoes 
Ladies Outerwear 
Entrance Right 
Misses 
Intimate 
Young Men's 
Presence Area 
Seasonal 
Bedding 
Men's Active 
Luggage 
Womens 
Entrence Left 
How can a marketer understand which regions are most popular with repeat customers?
5 
CONFIDENTIAL | Measure Return Visitors For Days, Weeks or More 
March Return Shoppers 
Accessories 
60% 
Misses Contemporary 
60% 
Men's 
58% 
Boys 
56% 
Infants & Toddlers 
53% 
Maternity 
53% 
Juniors 
52% 
Electronics & Cookware 
52% 
Ladies Outerwear 
52% 
Young Men's 
51% 
Luggage 
51% 
Misses 
50% 
Seasonal 
49% 
Girls & Petites 
49% 
Bedding 
49% 
Intimate 
48% 
Men's Active 
48% 
Bath & Home 
47% 
Shoes 
47% 
Womens 
43% 
Which departments drew the highest % of repeat store visitors? 
Understand customer loyalty based on repeat visitor trends
6 
CONFIDENTIAL | Daily Detail Of Customer Behavior 
0 
50 
100 
150 
200 
250 
300 
350 
400 
6:30 
6:45 
7:00 
7:15 
7:30 
7:45 
8:00 
8:15 
8:30 
8:45 
9:00 
9:15 
9:30 
9:45 
10:00 
10:15 
10:30 
10:45 
11:00 
11:15 
11:30 
11:45 
12:00 
12:15 
12:30 
12:45 
13:00 
13:15 
13:30 
13:45 
14:00 
14:15 
14:30 
14:45 
15:00 
15:15 
15:30 
15:45 
16:00 
16:15 
16:30 
16:45 
17:00 
17:15 
17:30 
17:45 
18:00 
18:15 
18:30 
18:45 
19:00 
19:15 
19:30 
19:45 
20:00 
20:15 
20:30 
20:45 
21:00 
21:15 
21:30 
21:45 
22:00 
22:15 
22:30 
22:45 
23:00 
23:15 
23:30 
23:45 
Daily Traffic Flow, 30 min increments 
Accessories 
Bedding 
Boys 
Entrence Left 
Entrance Right 
Intimate 
Juniors 
Ladies Outerwear 
Luggage 
Maternity 
Men's 
Men's Active 
Misses 
Misses Contemporary 
Seasonal 
Shoes 
Womens 
Young Men's 
How did daily traffic compare by region?
CONFIDENTIAL | 7 
Drive Staffing Decisions 
Region Days on Top* 
Men's Active 6 
Accessories 3 
Shoes 2 
Luggage 2 
Ladies Outerwear 1 
“I’d like to position staff in the areas of the store where customers are spending the most 
time. What are top 2 most engaging regions?” 
*count of days with the highest average duration of stay 
The Men’s Active region is way out ahead of the pack – increase 
associates to this department? If so, what time of day? 
Note: day-of-week patterns and traffic to related regions are also available to this store manager via SOLOMO Exchange 
Hour Ending At: AM sadtisoorn,e W mI anMaatgerenirt ywantMse tno's staff thMeen r'si Agchtivte peoMpisslees, in theM risisgesh Cto ndteemppoSareararstyomnael nt, aSth tohese right tWimomeen sof dayY.oung Men's 
11:00 115 32 152 13 12 152 84 24 3 21 
12:00 146 40 189 15 14 189 89 33 3 26 
13:00 143 34 157 14 16 157 92 27 4 22 
14:00 162 40 176 14 15 176 107 36 4 26 
15:00 162 37 184 16 17 184 105 34 5 27 
16:00 150 39 173 17 17 173 110 34 4 28 
17:00 147 32 168 18 13 168 88 32 3 27 
18:00 140 38 172 18 11 172 86 35 4 29 
19:00 120 40 158 16 12 158 71 36 3 28 
20:00 103 33 134 15 11 134 65 29 3 22 
21:00 86 30 117 12 8 117 58 23 3 18 
22:00 59 28 91 8 7 91 45 20 2 15 
Hour Ending At: Madison, WI Accessories Bedding Boys Entrence Left Entrance Right Intimate Juniors Ladies Outerwear Luggage 
11:00 115 75 22 63 8 29 6 35 29 7 
12:00 146 103 31 90 14 32 10 45 28 7 
13:00 143 87 28 77 14 29 13 41 31 7 
14:00 162 101 25 78 15 28 12 45 35 7 
15:00 162 98 28 79 15 35 14 47 37 8 
16:00 150 94 27 69 15 28 13 44 29 8 
17:00 147 86 27 72 11 36 12 43 23 8 
18:00 140 94 23 74 12 34 11 44 23 9 
19:00 120 78 24 74 9 29 8 40 22 9 
20:00 103 61 21 55 9 28 8 35 21 7 
21:00 86 51 19 49 7 25 7 29 18 6 
22:00 59 41 16 46 5 15 4 19 15 5 
Men’s Active 
Rank Departments Based on Popularity
8 
CONFIDENTIAL | Identify Emerging Cross-Shopping Patterns 
Region-to-Region, Starting in Shoes 
12/1 to 12/7 
12/8 to 12/14 
12/15 to 12/21 
12/22 to 12/28 
12/29 to 1/4 
1/5 -1/11 
1/12 -1/18 
1/19 -1/25 
Accessories 
16% 
18% 
20% 
20% 
16% 
11% 
10% 
11% 
Bedding 
8% 
9% 
7% 
5% 
3% 
2% 
2% 
3% 
Boys 
15% 
16% 
17% 
17% 
15% 
10% 
10% 
10% 
Intimate 
2% 
2% 
2% 
2% 
2% 
1% 
1% 
1% 
Juniors 
11% 
11% 
13% 
13% 
12% 
7% 
7% 
8% 
Ladies Outerwear 
5% 
5% 
5% 
5% 
5% 
3% 
3% 
3% 
Luggage 
5% 
7% 
6% 
3% 
3% 
7% 
3% 
2% 
Maternity 
5% 
6% 
7% 
7% 
4% 
3% 
2% 
3% 
Men's Active 
5% 
5% 
6% 
6% 
5% 
6% 
5% 
4% 
Men's 
69% 
66% 
70% 
71% 
72% 
69% 
59% 
58% 
Misses 
4% 
4% 
4% 
4% 
3% 
2% 
2% 
3% 
Misses Contemporary 
14% 
13% 
15% 
14% 
14% 
8% 
8% 
9% 
Seasonal 
18% 
20% 
21% 
18% 
15% 
13% 
20% 
30% 
Womens 
1% 
1% 
1% 
1% 
1% 
0% 
0% 
1% 
Young Men's 
10% 
11% 
13% 
12% 
11% 
9% 
8% 
8% 
Total 
189% 
193% 
206% 
196% 
181% 
151% 
142% 
153% 
Looking at Visitors to “Shoes”, which other regions did they visit?
Smart Location PlatformLocation Analytics & Mobile Engagement withPermission 
HOLIDAY, 2013 
LOCATION ANALYTICS 
DATA EXAMPLE

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SOLOMO Retail Analytics

  • 1. Smart Location PlatformLocation Analytics &Mobile Engagement withPermission HOLIDAY, 2013 LOCATION ANALYTICS DATA EXAMPLE
  • 2. 2 CONFIDENTIAL | Use Cases -Summary •Match department visitor counts and dwells with sales associate schedules •Provide sales associates with cross training to match other regions their dept. customers have likely visited •Respond in real time to large numbers of customers in certain areas •In-store offers contextualized •How effective are my sales in driving visitor counts, dwell times, and purchases? •Present offers based on the recipient's preferences •The store offers you rewards in exchange for sharing. •Optimize Merchandising •Which regions are performing well? •Which regions are slipping? •Do I have enough store associates? •What are the peak traffic hours? •Smart Staffing •Staff the right type of people at the right time •Region-specific traffic numbers Workforce & Productivity Customer Service Marketing & Advertising
  • 3. 3 CONFIDENTIAL | Measure Marketing Performance 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 11/21/2013 11/22/2013 11/23/2013 11/24/2013 11/25/2013 11/26/2013 11/27/2013 11/28/2013 11/29/2013 % Repeat Visitors Typical repeat visitor ratio is between 30 and 40 percent in the week prior to Friday the 29th. On the Black Friday promotional day, repeat visitors make up only 21% of the traffic. Did Holiday Promotions Bring in New Customers?
  • 4. 4 CONFIDENTIAL | Understand Where Loyal Customers Spend Their Time 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% 1 2 3 4 5 6 7 8 9 10 Region Share of Visitors by Number of Repeat Visits Men's Misses Contemporary Accessories Boys Juniors Madison Maternity Shoes Ladies Outerwear Entrance Right Misses Intimate Young Men's Presence Area Seasonal Bedding Men's Active Luggage Womens Entrence Left How can a marketer understand which regions are most popular with repeat customers?
  • 5. 5 CONFIDENTIAL | Measure Return Visitors For Days, Weeks or More March Return Shoppers Accessories 60% Misses Contemporary 60% Men's 58% Boys 56% Infants & Toddlers 53% Maternity 53% Juniors 52% Electronics & Cookware 52% Ladies Outerwear 52% Young Men's 51% Luggage 51% Misses 50% Seasonal 49% Girls & Petites 49% Bedding 49% Intimate 48% Men's Active 48% Bath & Home 47% Shoes 47% Womens 43% Which departments drew the highest % of repeat store visitors? Understand customer loyalty based on repeat visitor trends
  • 6. 6 CONFIDENTIAL | Daily Detail Of Customer Behavior 0 50 100 150 200 250 300 350 400 6:30 6:45 7:00 7:15 7:30 7:45 8:00 8:15 8:30 8:45 9:00 9:15 9:30 9:45 10:00 10:15 10:30 10:45 11:00 11:15 11:30 11:45 12:00 12:15 12:30 12:45 13:00 13:15 13:30 13:45 14:00 14:15 14:30 14:45 15:00 15:15 15:30 15:45 16:00 16:15 16:30 16:45 17:00 17:15 17:30 17:45 18:00 18:15 18:30 18:45 19:00 19:15 19:30 19:45 20:00 20:15 20:30 20:45 21:00 21:15 21:30 21:45 22:00 22:15 22:30 22:45 23:00 23:15 23:30 23:45 Daily Traffic Flow, 30 min increments Accessories Bedding Boys Entrence Left Entrance Right Intimate Juniors Ladies Outerwear Luggage Maternity Men's Men's Active Misses Misses Contemporary Seasonal Shoes Womens Young Men's How did daily traffic compare by region?
  • 7. CONFIDENTIAL | 7 Drive Staffing Decisions Region Days on Top* Men's Active 6 Accessories 3 Shoes 2 Luggage 2 Ladies Outerwear 1 “I’d like to position staff in the areas of the store where customers are spending the most time. What are top 2 most engaging regions?” *count of days with the highest average duration of stay The Men’s Active region is way out ahead of the pack – increase associates to this department? If so, what time of day? Note: day-of-week patterns and traffic to related regions are also available to this store manager via SOLOMO Exchange Hour Ending At: AM sadtisoorn,e W mI anMaatgerenirt ywantMse tno's staff thMeen r'si Agchtivte peoMpisslees, in theM risisgesh Cto ndteemppoSareararstyomnael nt, aSth tohese right tWimomeen sof dayY.oung Men's 11:00 115 32 152 13 12 152 84 24 3 21 12:00 146 40 189 15 14 189 89 33 3 26 13:00 143 34 157 14 16 157 92 27 4 22 14:00 162 40 176 14 15 176 107 36 4 26 15:00 162 37 184 16 17 184 105 34 5 27 16:00 150 39 173 17 17 173 110 34 4 28 17:00 147 32 168 18 13 168 88 32 3 27 18:00 140 38 172 18 11 172 86 35 4 29 19:00 120 40 158 16 12 158 71 36 3 28 20:00 103 33 134 15 11 134 65 29 3 22 21:00 86 30 117 12 8 117 58 23 3 18 22:00 59 28 91 8 7 91 45 20 2 15 Hour Ending At: Madison, WI Accessories Bedding Boys Entrence Left Entrance Right Intimate Juniors Ladies Outerwear Luggage 11:00 115 75 22 63 8 29 6 35 29 7 12:00 146 103 31 90 14 32 10 45 28 7 13:00 143 87 28 77 14 29 13 41 31 7 14:00 162 101 25 78 15 28 12 45 35 7 15:00 162 98 28 79 15 35 14 47 37 8 16:00 150 94 27 69 15 28 13 44 29 8 17:00 147 86 27 72 11 36 12 43 23 8 18:00 140 94 23 74 12 34 11 44 23 9 19:00 120 78 24 74 9 29 8 40 22 9 20:00 103 61 21 55 9 28 8 35 21 7 21:00 86 51 19 49 7 25 7 29 18 6 22:00 59 41 16 46 5 15 4 19 15 5 Men’s Active Rank Departments Based on Popularity
  • 8. 8 CONFIDENTIAL | Identify Emerging Cross-Shopping Patterns Region-to-Region, Starting in Shoes 12/1 to 12/7 12/8 to 12/14 12/15 to 12/21 12/22 to 12/28 12/29 to 1/4 1/5 -1/11 1/12 -1/18 1/19 -1/25 Accessories 16% 18% 20% 20% 16% 11% 10% 11% Bedding 8% 9% 7% 5% 3% 2% 2% 3% Boys 15% 16% 17% 17% 15% 10% 10% 10% Intimate 2% 2% 2% 2% 2% 1% 1% 1% Juniors 11% 11% 13% 13% 12% 7% 7% 8% Ladies Outerwear 5% 5% 5% 5% 5% 3% 3% 3% Luggage 5% 7% 6% 3% 3% 7% 3% 2% Maternity 5% 6% 7% 7% 4% 3% 2% 3% Men's Active 5% 5% 6% 6% 5% 6% 5% 4% Men's 69% 66% 70% 71% 72% 69% 59% 58% Misses 4% 4% 4% 4% 3% 2% 2% 3% Misses Contemporary 14% 13% 15% 14% 14% 8% 8% 9% Seasonal 18% 20% 21% 18% 15% 13% 20% 30% Womens 1% 1% 1% 1% 1% 0% 0% 1% Young Men's 10% 11% 13% 12% 11% 9% 8% 8% Total 189% 193% 206% 196% 181% 151% 142% 153% Looking at Visitors to “Shoes”, which other regions did they visit?
  • 9. Smart Location PlatformLocation Analytics & Mobile Engagement withPermission HOLIDAY, 2013 LOCATION ANALYTICS DATA EXAMPLE