The Persuadables - INSIGHT INNOVATIONinsightinnovation.org/wp-content/uploads/2017/10/...RESULTS:...
Transcript of The Persuadables - INSIGHT INNOVATIONinsightinnovation.org/wp-content/uploads/2017/10/...RESULTS:...
Agenda
BACKSTORY: • Erwin Ephron and Recency Planning
METHODOLOGY: • 3 well-known CPG Brands
• Dimension 1: Heaviness of spending
• Dimension 2: Purchase cycle, household average
RESULTS: • Recency targeting works
• The Persuadables are ROAS magic
KEY TAKEAWAYS
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Kate Anderson
Female
32 years old
Married
2 Children
Chicago, IL, 60614
iPhone 6S
Samsung Tablet
Lenovo Laptop
Panasonic 55’ TV
People
Health
Game of Thrones
HGTV
Whole Foods
Macy’s
Tropicana OJ
Advil
Honda Pilot
Demographics:
Devices:
What She Reads:
What She Watches:
Where She Shops:
What She Buys:
What She Drives:
Testing the Hypothesis with a People-Based Approach
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Methodology Summary
• Analyzed three campaigns for well-known CPG brands
• Each campaign had ~$2 ROAS overall
• Post-hoc analysis
• Segmented exposed audience by
• Spending level
• Purchase cycle
Hypothesis: Recency improves return on ad spend, especially among “Heavy Buyers”
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3 Campaigns, 3 Well-Known Brands
• 3 campaigns ran before analysis, late 2015-2016
• Each had ~ $2 ROAS overall
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Anonymous
Single Source HHs
EXPOSURE DATA
NCS Publisher Data
Nielsen Media Data
BUY DATA
Catalina Frequent Shopper
Card Data | 90MM HH
Nielsen Homescan All-Outlet Data
NCS Connects the Media People Consume with the Products They Buy
Linear TV
4.3 MM HHs
Addressable TV
39 MM HHs
Digital
100 MM HH
Mobile
80 MM HH
Radio
29K HH
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Segmented by HH’s Position in Purchase Cycle
Calculated for each HH its average category purchase cycle, on prior 18 months’ spending
Analyzed where in the purchase cycle it
was when last reached by campaign
ad impression:
• “Early” = First four quintiles of average cycle
• “Late” = Fifth quintile = “Recency”, the last 20%
of the purchase cycle
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Segmented Audience by Spend and Loyalty
Analyzed prior 12 months of category & brand
activity for HHs reached by campaign
Assigned each HH to a spending segment:
• Heavy (Top Third) Brand Spenders
• Medium (Med Third) Brand Spenders
• Light (Bottom Third) Brand Spenders
• Non-Brand Spenders
Assigned each HH to a loyalty segment:
• Loyalist – >75% $ with brand
• Switchers – 25-75% $ with brand
• Non-Loyalist - <25% with brand
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0
0.5
1
1.5
2
2.5
3
3.5
Late Early
RO
AS
Timing of Ads to HH Purchase Cycle
Recency Targeting Doubles ROAS
Recency Alone Works
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Meet ‘The Persuadables,’ the Golden Square
Non-Spender Light Medium Heavy
PERSUADABLES Late
Early
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Segment Early Late Change Heavy-Light Terciles
Heavy $ 9.09 $ 21.38 135%
Medium $ 3.65 $ 5.31 45% Light $ 2.16 $ 3.43 59%
Loyalty Spectrum
Loyals $ 10.86 $ 13.14 21%
Switchers ROAS $ 4.97 $ 16.33 229%
Non-Loyals ROAS $ 3.71 $ 10.56 185%
Non-Brand Spenders
Non-Brand ROAS $ 0.47 $ 2.65 464%
Non-Cat ROAS $ 0.19 $ 0.16 -16%
Recency Can Drive Purchases – Across Spending and Loyalty Levels