greg_concentricroi
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May 17, 2015
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About This Presentation
An alternative to marketing mix modeling exists that provides more comprehensive and nuanced insights to how marketing works. In this document, is a compendium of marketing cases that were solved with simulation.
Concentric Applications
All the ways you can use our simulation technology
Concentric simulations support decision-making in situations when the business questions are complex
and the outcomes risky. Depending on two criteria, (1) the organizational need to act and (2) the
degree of uncertainty the organization is facing, Concentric simulations serve different needs.
When the pressure to act and the uncertainty is low, Concentric users seek efficiencies in their current
strategy and environment. They optimize their marketing investments and product design, explore the
sensitivities of their markets, find synergies in touchpoints, and create repeatable processes to quickly
evaluate the best course of action.
When the pressure to act is low but the uncertainty is high, organizations apply Concentric to test and
learn – they run attribution analysis to understand the contribution of each touchpoint and prepare for
contingencies, like changing consumer preferences, new competitive product launches, or
unpredictable viral events.
When the pressure to act is high, but the uncertainty is low, Concentric users evaluate trade-offs in
their next steps. They create multiple what-if scenarios, brainstorm approaches, come up with tactics
and then compare the pros and cons of all of them through simulation.
Finally, in highly uncertain environments when the need to act is high, organizations use Concentric to
launch products, counter competitive entrants, and explore the viability of entering new markets.
They quantify the risk of each alternative go-to-market strategy and have a system to measure the
viability of new ideas.
The following pages show a sample of business questions that users have answered with Concentric
software in each type of environment.
How to Read the Cases
A visual guide
Business question
A brief background of the
case and the questions the
users needed to address
Primary Brand
The user that applied
Concentric software to
answer the question
Concentric Software
The Concentric product
used: M for Market, J for
Journey, and C for Cloud
Application Type
The location of this business
question in the Concentric
quadrant from page 2
Project Framework
The components of the
market that were included in
the analysis
Concentric Outputs
Charts that show the
accuracy of the simulations,
diagnostic insights, and
answer the business
question
4
-
10
20
30
40
50
Subscribership (millions)
2012 Validation
TV or not TV?
What media allocation maximizes subscriptions?
At the start of 2013, an Online Video Retailer was at a cross-roads: after years of sustained
subscribership growth, the company now needed to keep, rather than win new subscribers in the U.S.
market. The dilemma was how much, if at all, the Online Video Retailer should continue to invest in TV.
The business question was, “As a digital company, shouldn’t we advertise in digital channels only?”
The Online Video Retailer users uncovered that not only should they stay the course with TV, but that
TV should be increased so that the synergies between TV and Digital channels maximize retention.
Alternatives
Online Video Retailer
Online Competitor
Online Competitor 2
Retail Video Kiosk
Premium Cable
Pay as You Go
Video Retailer
Attributes
Price
TV Selection
Movie Selection
Exclusive Content
Simple and Easy
Newest Releases
Personalization
Family Friendly
Segments
All U.S. population
Touchpoints
Digital by type
TV by creative
Radio
Print
Email
OOH
Social (FB/TW)
PR (TV)
A holdout period showed the predictive power of the simulation
The simulation was fit to 2011 and 2012
subscriptions, consideration, and perceptions
with <5% error across all brands and metrics
Concentric M™ forecasted
subscriptions with <1% error
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28
29
30
31
32
Subscribership (millions)
TV or not TV?
What media allocation maximizes subscriptions?
Simulation diagnostics provide attribution and cross-channel effects
What-if analysis shows the best allocation: highest sales, lowest risk
Paid Attribution Subs LiftPaid Attribution Investment
The Direct Response TV touchpoint has the greatest ROI
3,309
801
2,156
352
0
500
1,000
1,500
2,000
2,500
3,000
3,500
2012 YE Incremental
Subscriptions
Thousands
10.6%
TV and Digital together add 10.6% extra
subscribers due to the synergetic effects
23.0
23.2
23.4
23.6
23.8
24.0
24.2
24.4
24.6
24.8
Online Video Subscriptions
Millions
Digital $155M $149M $144M $139M $134M $129M $124M $119M $114M $109M $104M
TV $7M $12M $17M $22M $27M $32M $37M $42M $47M $52M $57M
2012
Levels
Best
Mix
-3.7% -4.6%
8.6%
1.2%
0.4%
1.5%
5.3%
-10.3%
1.7%
ROI
-
20,000
40,000
60,000
80,000
100,000
120,000
Members
Auto - Simulation
Auto - Actual
Two Birds with One Budget
What portfolio allocation reaches our targets?
A retail bank offering its members auto insurance in addition to deposit products wanted to know if an
allocation of marketing investments exists between its deposit and the auto-insurance products so that
both goals can be reached.
After a calibration and attribution analyses, the users of Concentric M™ ran hundreds of scenarios and
different budgeting allocations to try to reach the stated goals. They found that while the deposit goals
were easily reachable, the auto insurance targets could only be achieved by increasing the budget.
Alternatives
Auto-insurance
Product
Deposit Service
Retail Bank A
Retail Bank B
Auto Insurer A
Auto Insurer B
Auto Insurer C
Calibration was a principal proof point of the simulation’s accuracy
The simulation was fit to memberships levels with <1% error for both auto insurance products and deposit services
Banking M
-
20,000
40,000
60,000
80,000
100,000
120,000
140,000
160,000
Members
Base,
817,500
Media,
230,000
Base,
952,500
Media,
70,000
Two Birds with One Budget
What portfolio allocation reaches our targets?
Diagnostics show differences in media role for auto insurance and deposits
Auto insurance target goals cannot be reached with current investment
M
-10%
-5%
0%
5%
10%
Scenario 1
Diversify
Low upside, but less risk.
Best scenario for reaching
5% deposit target while
maintaining low downside
risk of share loss in auto.
Scenario 2
Auto TV increase
Best upside for insurance.
Auto insurance gain but low
certainty in forecast.
Deposit highly likely to
achieve the target.
Scenario 3
Auto Radio/Deposits TV
High risk, high gain.
High volatility for insurance
and highest risk of overall
portfolio loss.
Gone in 60 Clicks
What marketing investment maximizes web traffic?
A technology company hopes to gain a deeper understanding of the purchase path in the economy car
sector. This will allow them to build advertising solutions that drive more website traffic, and
ultimately sales, for their client. This also provides opportunity to improve their platforms.
Concentric J™ revealed which platforms drove more web traffic for an auto manufacturer, providing
guidance on how the technology company could provide the best outcomes for their client.
Alternatives
Economy Sedan
Competitor A
Competitor B
Competitor C
Competitor D
Competitor E
Email
Gaming
Platforms
Home Page
Search
Auto Sites
The simulation was calibrated to website traffic data for each competitor
4.97
2.26 2.25
2.44
1.45
1.93
4.85
2.21
2.42
2.24
1.55
2.02
0.0
1.0
2.0
3.0
4.0
5.0
Economy
Sedan
Competitor
A
Competitor
B
Competitor
C
Competitor
D
Competitor
E
Website Visits (Millions)
Sensitivity Analysis reveals which platforms yield more website traffic
Auto 1.5% Auto 2.5% Search 5% Auto 1.5%
Home Page 1%
Base Gaming 4%
These mix reallocations keep the overall budget constant, so any increase in investment in one platform
cuts investment in other touchpoints. Applying 1.5% of the economy sedan brand’s budget to the
technology company’s auto site yields the greatest increases in web traffic.
The analysis reveals that the Automotive websites are more effective at generating website traffic
0.0%
1.0%
2.0%
3.0%
4.0%
5.0%
6.0%
7.0%
0% 5% 10% 15% 20%
Change in Website Traffic
Spend as Percent of Budget
Search
Automotive
Websites
Gaming
Platforms
Email
Home Page
Find
Efficiencies
ForecastData
The Eastern Expansion
Which strategy for which region?
The simulation fit to last year’s sales and media mix outputs
Last year’s gross adds were matched to the simulated
gross adds for every competitor with <7% error
Pre-paid
Wireless
A pre-paid wireless provider grew out of it’s presence in the Southwest and expanded rapidly
nationally. The marketing strategy faced two challenges: (1) attract a new target population without
alienating the base subscribers; and (2) fine-tune the marketing plan for each market area (DMA).
To this end, the pre-paid wireless provider tested two marketing plans in each DMA: one created by
their media agency and another created by the regional team. A team of Concentric users evaluated
each according to the performance for each target group and each DMA.
Alternatives
Pre-Paid Provider
Telco A
Telco B
Telco C
Telco D
Pre-Paid Rival
Simulation of the current plan and new ideas uncovered trade-offs
The Eastern Expansion
Which strategy for which region?
Regional simulations showed geographical differences between the plans
Concentric C™ Process Improvement: Test each DMA before implementing the plan
Simulations of each DMA in the U.S. show that the TV + Online plan wins overall, mostly because it wins in the West,
where the subscribership base is the largest. The Pre-Paid Provider implemented the strategy with the better
forecast in each DMA for a 4% annual growth.
Pre-paid
Wireless C
4%
6%
-1%
3%
7%
-3%
-2%
1%
Total U.S.
South
West
East
Current Plan TV + Online Only
Low Income
0
3
5
8
10
Gross Adds (000)
0
20
40
60
80
Gross Adds (000)
High Income
General
Population
Target
Population
Simulations of the TV + Online Only
media plan showed a 200%
increase in the high income target
population, at the expense of
about 10% decrease in the high
income general population
segment. The difference between
the current and TV + Online plans
was insignificant in the low income
segments.
Espresso-so
Invest in product or marketing?
A manufacturer of coffee makers was facing steady sales of machines, but slowing demand for coffee
was hurting profits. In the face of competitive pressures in price, popularity, and filtered coffee, the
manufacturer needed to understand to strategize about how to increase profits.
Concentric M™ attribution uncovered why the current product performance was lagging. A set of
what-if scenarios showed that the best way to higher profits was through product experience
improvements first, and then through more efficient in-store marketing activities.
Calibration to prior year sales demonstrated the simulations’ accuracy
The simulation replicated the dynamics of the market with less than 2.2% error
Coffee
Maker M
TV
Radio
Print
OOH
TV
Online
Chicken Soup Got a Cold
Would promotions increase sales?
Increasing health consciousness among consumers strained Brand A sales of ready-made soup. In
addition, the main competitor, Brand B, was perceived by shoppers as being cheaper, even though
actual prices were the same. Brand A evaluated if they should run a promotional campaign to increase
sales, while at the same time not risk sales of the sister brands, Healthy A and Light A.
The users of Concentric J™ uncovered that a promotional campaign would not help, and that the
greatest opportunity is in product experience improvements in the aisle and during the meal.
Alternatives
Brand A
Healthy A
Light A
Brand B
Healthy B
Attributes
Price
Taste
Brand Reputation
Variety
Health
Package Design
Quality
Segments
Hearty Meal Lovers
Health Benefit Seekers
Taste Sophisticates
Family Pleasers
Touchpoints
Chicken Soup Got a Cold
Would promotions increase sales?
Diagnostics about the changing perceptions of Brand A per journey stage
What-if analysis shows the impact on perception and sales
Brand A has a taste problem – During meals perceptions of Brand A are negatively impacted (green bar). Also, while the
general population is influenced by media advertisement (gray bar) at home, the most coveted segment (taste
sophisticates) are less influenced by media at home. Therefore, in-store programs (purple bar) have the greatest
potential to impact taste sophisticates.
Concentric M™ Recommendation: Improve product experience and avoid promotions
-2.0-1.00.0 1.0 2.0
Perception Change Index
-2.0-1.0 0.0 1.0 2.0
Perception Change Index
General Population Taste Sophisticates
In Aisle
At Counter
At Home
During Meal
Consumer Journey
In a market in which the number of cells phones out numbers the population, Brand A
telecommunications provider looked to understand how their multiple brand metrics and market share
interact. Both metrics were coveted by the organization so they needed to understand not only the
relationship between the metrics but the effects if they decided to reposition their brand image.
To achieve brand positioning, Brand A pulled insights from multiple siloed verticals within the
organization to foster an integrated solution using the Concentric M platform.
Alternatives
Brand A
Large Competitor
Midsize Competitor
Attributes
Service
Expansiveness
Innovative
Style
Value
Segments
Different campaigns impact brand equity and market share differently
-1.1%
1.0%
0.6%
-0.5%
-0.8%
Market Share
-0.5%
0.9%
0.6%
-0.7%
-2.5%
Brand Index
Diagnostics showed correlation between sentiment and market share.
Each of the brand metrics included in the
simulation were tested overall and by
individual components to see if there was
a correlation between them. Tests
indicate that not all brand metrics
included were correlated.
As a part of this analysis, the brand looked
to adopt only one brand tracking metric
to stream line their insights for clearer
information and continuous feeds into
their simulation.
1.5%
-2.4%
-2.5%
0.1%
-0.2%
2.5%
Error
A Vitamin a Day Keeps the Doctor Away
What channels and what timing for a new message?
A leading vitamin supplement, Brand A, had positioned itself as a cold/flu relief, despite its benefits of
any-time immune boost. As a result, consumers typically purchased the supplement during the cold
and flu season, while choosing competitors throughout the year.
Brand A decided to re-brand towards continuous wellness, but the question was, should the campaigns
follow seasonality or be year-round? And should they message only in shopper channels or across
marketing touchpoints? Concentric identified trade-offs between awareness, perceptions, and sales for
all options, and showed the year-round timing across touchpoints to be the winning strategy.
Alternatives
Brand A
Private label
1
st
Tablet Alternative
2
nd
Tablet Alternative
Vitamin Alternative
Attributes
Energy Support
Immunity Support
Lifestyle
Product Performance
Wellness
Segments
Scent of a Brand
What is the impact of earned media?
Simulation diagnostics show earned and owned impact and risk
Concentric M™ Insight: Earned media by itself cannot maintain the current sales level
Luxury
Perfume
Years of competitive arms racing – increasing marketing budgets among all competitors, without
increasing category demand – led a perfume manufacturer to ask “what would happen if we
diminished our marketing spend next year, rather than increase it?” Would earned and owned media
support the brand sales, without additional paid media investment?
Concentric M™ showed that although 55% of new purchases are due to earned and owned media,
sales may decrease by 6% if we decrease marketing by 10%.
Alternatives
You Say Eyjafjallajokull, I Say Eyjafjallajökull
How do we minimize the risk of negative word of mouth?
The simulation recreated the level of observed events and behaviors
Airline
In April 2010, an Icelandic volcano covered northern Europe with an ash cloud that grounded flights for
weeks and stranded passengers – most of whom went to social media for information and to share.
One airline decided to analyze the terabytes of attitudinal, behavioral, and transactional data of the
months before and after the disruption to understand how they can react better to large social media
events that may impact the future sales and brand engagement among their customer base.
They turned to Concentric C™ for answers and found them in the analysis of their passengers social
network structure.
Alternatives
Airline
Competitor A
Competitor B
Competitor C
Attributes
Price
Service
Experience
Customer Service
Destinations
Segments
Elite Members
Frequent Fliers
Occasional Passengers
Swiping Share and Swapping Equity
What is the trade-off between profit and reputation?
A major credit card company seeks to increase acquisition rates among affluent customers and
understand the potential risks and rewards of different strategies. The goal was to identify the
short-term and long-term trade-offs of marketing and product ideas before they were implemented.
Concentric M™ was used to simulate a variety of marketing plans and product changes – including
Master Brand campaigns, celebrity endorsement, improved CRM systems, and enhanced rewards. The
simulations quantified the trade-off between short-term profitability and long term retention and
reputation.
Alternatives
Customer Experience
Fees and Rates
Rewards
Master Brand Intangible
Status
Segments
Heavy Use
Medium Use
Occasional Use
Touchpoints
Diagnostics reveal that the customer experience is a weakness for the Credit Card
Credit
Card M
TV
Direct Mail
Radio
Online
Sponsorship
Master Brand
Communications
After simulating the acquisitions from each strategy and considering each strategy’s cost, the Master Brand
Campaign is projected to be the most profitable over the short-term.
35.45
-4.08
33.84
17.71
8.93
-1.08
-3.58
38.57
46.58
10.19
-5
5
15
25
35
45
55
Index of Perception Change
Improved CRM System Master Brand Campaign
Improving the CRM system increases consumer experience, while the Master Brand campaign does not change
perceptions of customer experience. Investing in a master brand campaign, while profitable in the short term, would lead
to lower retention rates due to poor customer service, and lower long-term gains.
Customer
Experience
Fees and
Rates
Rewards Master
Brand
Status
Threat Level Down
What is the risk of competitive pricing moves?
The Online Video Retailer was wary of the Online Competitor lowering the price of their service and
running an awareness campaign through a direct to consumers channel. To understand the risk
associated, The Online Video Retailer analyzed what would happen if the competitor were to advertise
a price decrease in increments of 40, 80, 120, and 160 million dollars with a Direct Mail campaign.
The users of Concentric M™ uncovered that the risk is minimal and that premium cable companies are
the ones at risk.
Alternatives
Internet TV Network
Online Competitor
Online Competitor 2
Retail Video Kiosk
Premium Cable
Pay as You Go
Attributes
Price
TV Selection
Movie Selection
Exclusive Content
Simple and Easy
Newest Releases
Personalization
Family Friendly
Segments
All U.S. population
Touchpoints
Digital by type
TV by creative
Radio
Print
Email
OOH
Social (FB/TW)
PR (TV)
A set of what-if scenarios about competitive action uncovered the threat level
Subscribers
0.1%
-0.6% -0.6% -0.7%
-0.9%
-1.7%
-2.2%
-2.6%
14.8%
23.5%
28.5% 26.8%
2012
Investment
Levels
Concentric M™ Insight: Online Competitor’s pricing actions are not a threat
+$40M
Direct
Mail
Rules of Engagement
How do we make our brand more engaging?
A widely distributed US magazine faced a fork on the road: should they grow readership by capturing
engagement through online/mobile publishing or invest in marketing for their core capability?
With the average American spending 10+ hours a day with information and entertainment, the
magazine was looking to grow their share of people’s attention. The publisher used Concentric to test
whether online/mobile or traditional paths were the way to go. Concentric’s verdict: neither, improve
the content before any further investments.
Alternatives
US Magazine
News Ecosystems
Online Portals
National Print
Platforms
Entertainment
Networks
Attributes
Male High Consumption
Male Medium Cons.
Male Low Consumption
Female High Cons.
Female Medium Cons.
Female Low Cons.
Touchpoints
A benchmark simulation was fit to the US distribution of media consumption
The simulation replicated the dynamics of the market with 5.5% error
Magazine M
Partner Programs
Trade Promotions
Trade Ads
Sponsorship
Salesforce
Twitter
Facebook
Company Website
Additional Investment
Magazine Accessibility
Magazine Content
Company Website
Sponsorships
0%
0%
0%
3%
4%
0%
28%
44%
179%
340%
62%
187%
Effectiveness Index
Rules of Engagement
How do we make our brand more engaging?
M
Magazine
Innovate
Launching OTC (Over the Competition)
Which launch strategy reaches our sales target?
A company was planning to launch an OTC version of an existing prescription drug. The goal was a
sales target in the face of heavy competition within the category – from prescription drugs, existing
OTC brands, and private label options.
Concentric M™ was used to simulate the dynamics of the product launch – including the impact of
competitor trade promotions and recommendations from pharmacists and physicians. This recreation
of the entire market provided the client with useful insights when planning the OTC launch.
Alternatives
OTC Launch
Rx Version
Other Rx
OTC Leader
OTC Private Label
Attributes
Relief
Prevention
Price
Speed
New Promise
Segments
Heavy Use
Moderate Use
*Pharmacists
*Physicians
*Non-purchasing
influencer segments
Touchpoints
TV
Print
Digital
FSI
Trade Support
PR
Medical
Website
The simulation was calibrated to sales with a high degree of accuracy
Pharma M